From d0c30e74a161998e989f21e2098e6fe07c86d7bd Mon Sep 17 00:00:00 2001 From: Dmitry Kruchinin <33020454+dvkruchinin@users.noreply.github.com> Date: Thu, 1 Apr 2021 13:07:08 +0300 Subject: [PATCH 01/81] Cypress test. Crop polygon properly. (#3048) --- .../issue_2992_crop_polygon_properly.js | 36 +++++++++++++++++++ 1 file changed, 36 insertions(+) create mode 100644 tests/cypress/integration/actions_tasks_objects/issue_2992_crop_polygon_properly.js diff --git a/tests/cypress/integration/actions_tasks_objects/issue_2992_crop_polygon_properly.js b/tests/cypress/integration/actions_tasks_objects/issue_2992_crop_polygon_properly.js new file mode 100644 index 00000000..965bc528 --- /dev/null +++ b/tests/cypress/integration/actions_tasks_objects/issue_2992_crop_polygon_properly.js @@ -0,0 +1,36 @@ +// Copyright (C) 2020-2021 Intel Corporation +// +// SPDX-License-Identifier: MIT + +/// + +import { taskName, labelName } from '../../support/const'; + +context('Crop polygon properly.', () => { + const issueId = '2992'; + + const createPolygonShape = { + reDraw: false, + type: 'Shape', + labelName: labelName, + pointsMap: [ + { x: 200, y: 500 }, + { x: 200, y: 200 }, + { x: 10, y: 250 }, + ], + complete: true, + numberOfPoints: null, + }; + + before(() => { + cy.openTaskJob(taskName); + }); + + describe(`Testing issue "${issueId}"`, () => { + it('Draw a polygon with vertices outside the image', () => { + cy.createPolygon(createPolygonShape); + cy.get('.cvat-canvas-container').click(58, 238); + cy.get('#cvat_canvas_shape_1').should('have.class', 'cvat_canvas_shape_activated'); + }); + }); +}); From a60b4895c2f6fda292cf890c34e24df6535dd2e2 Mon Sep 17 00:00:00 2001 From: Nikita Manovich Date: Thu, 1 Apr 2021 13:48:46 +0300 Subject: [PATCH 02/81] Added template for v1.4.0-alpha into CHANGELOG and updated server version. --- CHANGELOG.md | 21 +++++++++++++++++++++ cvat/__init__.py | 2 +- 2 files changed, 22 insertions(+), 1 deletion(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index 48129323..4c5d1d3c 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -5,6 +5,27 @@ All notable changes to this project will be documented in this file. The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/), and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html). +## [1.4.0] - Unreleased + +### Added +- + +### Changed +- + +### Deprecated +- + +### Removed +- + +### Fixed +- + +### Security +- + + ## [1.3.0] - 3/31/2021 ### Added diff --git a/cvat/__init__.py b/cvat/__init__.py index f92ffbfe..a2e8889c 100644 --- a/cvat/__init__.py +++ b/cvat/__init__.py @@ -4,6 +4,6 @@ from cvat.utils.version import get_version -VERSION = (1, 3, 0, 'final', 0) +VERSION = (1, 4, 0, 'alpha', 0) __version__ = get_version(VERSION) From d7f84b207b449125b0561762bbc2704211f5c329 Mon Sep 17 00:00:00 2001 From: OlgaP Date: Fri, 2 Apr 2021 06:43:01 +0200 Subject: [PATCH 03/81] Update installation.md (#3054) Update installation.md with link to the Scaleway cloud deployment tutorial --- cvat/apps/documentation/installation.md | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/cvat/apps/documentation/installation.md b/cvat/apps/documentation/installation.md index 73eb707b..4523a9b8 100644 --- a/cvat/apps/documentation/installation.md +++ b/cvat/apps/documentation/installation.md @@ -374,6 +374,10 @@ This depends on the email server you are using and is not covered in this tutori [Django SMTP backend configuration](https://docs.djangoproject.com/en/3.1/topics/email/#django.core.mail.backends.smtp.EmailBackend) for details. +### Deploy CVAT on the Scaleway public cloud + +Please follow [this tutorial](https://blog.scaleway.com/smart-data-annotation-for-your-computer-vision-projects-cvat-on-scaleway/) to install and set up remote access to CVAT on a Scaleway cloud instance with data in a mounted object storage bucket. + ### Deploy secure CVAT instance with HTTPS Certificates (issued by let's encrypt) to cloud instance. 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Saving settings to local storage. (#3040) * Cypress test. Saving setting to local storage. * Add css classes * Add cypress command * Updating the test --- .../header/settings-modal/settings-modal.tsx | 2 + .../case_68_saving_settings_local_storage.js | 44 +++++++++++++++++++ tests/cypress/support/commands.js | 10 +++++ 3 files changed, 56 insertions(+) create mode 100644 tests/cypress/integration/actions_tasks_objects/case_68_saving_settings_local_storage.js diff --git a/cvat-ui/src/components/header/settings-modal/settings-modal.tsx b/cvat-ui/src/components/header/settings-modal/settings-modal.tsx index 23143f9e..897c6891 100644 --- a/cvat-ui/src/components/header/settings-modal/settings-modal.tsx +++ b/cvat-ui/src/components/header/settings-modal/settings-modal.tsx @@ -39,6 +39,7 @@ const SettingsModal = (props: SettingsModalProps): JSX.Element => { localStorage.setItem('clientSettings', JSON.stringify(settingsForSaving)); notification.success({ message: 'Settings was successfully saved', + className: 'cvat-notification-notice-save-settings-success', }); }; @@ -62,6 +63,7 @@ const SettingsModal = (props: SettingsModalProps): JSX.Element => { } catch { notification.error({ message: 'Failed to load settings from local storage', + className: 'cvat-notification-notice-load-settings-fail', }); } }, []); diff --git a/tests/cypress/integration/actions_tasks_objects/case_68_saving_settings_local_storage.js b/tests/cypress/integration/actions_tasks_objects/case_68_saving_settings_local_storage.js new file mode 100644 index 00000000..f50d954a --- /dev/null +++ b/tests/cypress/integration/actions_tasks_objects/case_68_saving_settings_local_storage.js @@ -0,0 +1,44 @@ +// Copyright (C) 2021 Intel Corporation +// +// SPDX-License-Identifier: MIT + +/// + +import { taskName } from '../../support/const'; + +context('Saving setting to local storage.', () => { + const caseId = '68'; + + function testCheckedSettings(checked) { + cy.openSettings(); + cy.contains('[role="tab"]', 'Workspace').click(); + for (const ws of [ + '.cvat-workspace-settings-show-interpolated', + '.cvat-workspace-settings-show-text-always', + '.cvat-workspace-settings-autoborders', + ]) { + checked + ? cy.get(ws).find('[type="checkbox"]').should('be.checked') + : cy.get(ws).find('[type="checkbox"]').should('not.be.checked').check().should('be.checked'); + } + } + + before(() => { + cy.openTaskJob(taskName); + }); + + describe(`Testing case "${caseId}"`, () => { + it('Check some settings. Reload a page. The settings are saved.', () => { + testCheckedSettings(); + cy.saveSettings(); + cy.get('.cvat-notification-notice-save-settings-success') + .should('exist') + .find('[data-icon="close"]') + .click(); + cy.closeSettings(); + cy.reload(); + cy.closeModalUnsupportedPlatform(); // If the Firefox browser closes the modal window after reload + testCheckedSettings(true); + }); + }); +}); diff --git a/tests/cypress/support/commands.js b/tests/cypress/support/commands.js index 373fff9b..052ba548 100644 --- a/tests/cypress/support/commands.js +++ b/tests/cypress/support/commands.js @@ -17,6 +17,10 @@ Cypress.Commands.add('login', (username = Cypress.env('user'), password = Cypres cy.get('[placeholder="Password"]').type(password); cy.get('[type="submit"]').click(); cy.url().should('match', /\/tasks$/); + cy.document().then((doc) => { + const loadSettingFailNotice = Array.from(doc.querySelectorAll('.cvat-notification-notice-load-settings-fail')); + loadSettingFailNotice.length > 0 ? cy.closeNotification('.cvat-notification-notice-load-settings-fail') : null; + }); }); Cypress.Commands.add('logout', (username = Cypress.env('user')) => { @@ -322,6 +326,12 @@ Cypress.Commands.add('closeSettings', () => { cy.get('.cvat-settings-modal').should('not.be.visible'); }); +Cypress.Commands.add('saveSettings', () => { + cy.get('.cvat-settings-modal').within(() => { + cy.contains('button', 'Save').click(); + }); +}); + Cypress.Commands.add('changeWorkspace', (mode, labelName) => { cy.get('.cvat-workspace-selector').click(); cy.get('.cvat-workspace-selector-dropdown').within(() => { From beadcb1c76b0a26f2264daf04efee26e7b831382 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Fri, 2 Apr 2021 12:31:03 +0300 Subject: [PATCH 06/81] Fix holes in exported instance masks (#3044) * update datumaro dependency * update coco format * update format docs - Update COCO documentation - Add Datumaro format description - Add TF guide on mask exporting - Add keypoint export guide in COCO * Add mask export docs * update changelog * add camvid * add coco * Update changelog --- CHANGELOG.md | 4 +- cvat/apps/dataset_manager/formats/README.md | 138 +++++++++++++----- cvat/apps/dataset_manager/formats/coco.py | 3 +- .../images/exported_cls_masks_example.png | Bin 0 -> 5719 bytes .../images/exported_inst_masks_example.png | Bin 0 -> 5135 bytes .../images/label_color_picker.jpg | Bin 0 -> 52186 bytes .../images/label_panel_anno_window.jpg | Bin 0 -> 10163 bytes .../images/mask_export_example1_cls_mask.png | Bin 0 -> 3035 bytes .../images/mask_export_example1_editor.png | Bin 0 -> 28770 bytes .../images/mask_export_example1_inst_mask.png | Bin 0 -> 3520 bytes cvat/apps/documentation/user_guide.md | 62 ++++++++ cvat/requirements/base.txt | 2 +- 12 files changed, 170 insertions(+), 39 deletions(-) create mode 100644 cvat/apps/documentation/static/documentation/images/exported_cls_masks_example.png create mode 100644 cvat/apps/documentation/static/documentation/images/exported_inst_masks_example.png create mode 100644 cvat/apps/documentation/static/documentation/images/label_color_picker.jpg create mode 100644 cvat/apps/documentation/static/documentation/images/label_panel_anno_window.jpg create mode 100644 cvat/apps/documentation/static/documentation/images/mask_export_example1_cls_mask.png create mode 100644 cvat/apps/documentation/static/documentation/images/mask_export_example1_editor.png create mode 100644 cvat/apps/documentation/static/documentation/images/mask_export_example1_inst_mask.png diff --git a/CHANGELOG.md b/CHANGELOG.md index 4c5d1d3c..799d9fc2 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -8,7 +8,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0 ## [1.4.0] - Unreleased ### Added -- +- Documentation on mask annotation () ### Changed - @@ -20,7 +20,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0 - ### Fixed -- +- Export of instance masks with holes () ### Security - diff --git a/cvat/apps/dataset_manager/formats/README.md b/cvat/apps/dataset_manager/formats/README.md index cee31854..3af8cbfd 100644 --- a/cvat/apps/dataset_manager/formats/README.md +++ b/cvat/apps/dataset_manager/formats/README.md @@ -11,6 +11,7 @@ - [How to add a format](#how-to-add) - [Format descriptions](#formats) - [CVAT](#cvat) + - [Datumaro](#datumaro) - [LabelMe](#labelme) - [MOT](#mot) - [MOTS](#mots) @@ -175,7 +176,7 @@ features, so it can be used to make data backups. - [Format specification](/cvat/apps/documentation/xml_format.md) -#### CVAT for images dumper +#### CVAT for images export Downloaded file: a ZIP file of the following structure: @@ -189,7 +190,7 @@ taskname.zip/ - tracks are split by frames -#### CVAT for videos dumper +#### CVAT for videos export Downloaded file: a ZIP file of the following structure: @@ -207,6 +208,17 @@ taskname.zip/ Uploaded file: an XML file or a ZIP file of the structures above +### Datumaro format + +[Datumaro](https://github.com/openvinotoolkit/datumaro/) is a tool, which can +help with complex dataset and annotation transformations, format conversions, +dataset statistics, merging, custom formats etc. It is used as a provider +of dataset support in CVAT, so basically, everything possible in CVAT +is possible in Datumaro too, but Datumaro can offer dataset operations. + +- supported annotations: any 2D shapes, labels +- supported attributes: any + ### [Pascal VOC](http://host.robots.ox.ac.uk/pascal/VOC/) - [Format specification](http://host.robots.ox.ac.uk/pascal/VOC/voc2012/devkit_doc.pdf) @@ -219,9 +231,10 @@ Uploaded file: an XML file or a ZIP file of the structures above - supported attributes: - - `occluded` + - `occluded` (both UI option and a separate attribute) - `truncated` and `difficult` (should be defined for labels as `checkbox` -es) - action attributes (import only, should be defined as `checkbox` -es) + - arbitrary attributes (in the `attributes` secion of XML files) #### Pascal VOC export @@ -229,7 +242,7 @@ Downloaded file: a zip archive of the following structure: ```bash taskname.zip/ -├── JpegImages/ +├── JPEGImages/ │   ├── .jpg │   ├── .jpg │   └── .jpg @@ -499,17 +512,47 @@ zip images.zip -j -@ < train.txt - [Format specification](http://cocodataset.org/#format-data) -#### COCO dumper description +#### COCO export -Downloaded file: single unpacked `json`. +Downloaded file: a zip archive with following structure: + +```bash +archive.zip/ +├── images/ +│ ├── +│ ├── +│ └── ... +└── annotations/ +    └── instances_default.json +``` - supported annotations: Polygons, Rectangles +- supported attributes: + - `is_crowd` (checkbox or integer with values 0 and 1) - + specifies that the instance (an object group) should have an + RLE-encoded mask in the `segmentation` field. All the grouped shapes + are merged into a single mask, the largest one defines all + the object properties + - `score` (number) - the annotation `score` field + - arbitrary attributes - will be stored in the `attributes` annotation section + + +*Note*: there is also a [support for COCO keypoints over Datumaro](https://github.com/openvinotoolkit/cvat/issues/2910#issuecomment-726077582) -#### COCO loader description +1. Install [Datumaro](https://github.com/openvinotoolkit/datumaro) + `pip install datumaro` +1. Export the task in the `Datumaro` format, unzip +1. Export the Datumaro project in `coco` / `coco_person_keypoints` formats + `datum export -f coco -p path/to/project [-- --save-images]` -Uploaded file: single unpacked `*.json` . +This way, one can export CVAT points as single keypoints or +keypoint lists (without the `visibility` COCO flag). -- supported annotations: Polygons, Rectangles (if `segmentation` field is empty) +#### COCO import + +Uploaded file: a single unpacked `*.json` or a zip archive with the structure above (without images). + +- supported annotations: Polygons, Rectangles (if the `segmentation` field is empty) #### How to create a task from MS COCO dataset @@ -559,25 +602,48 @@ image_feature_description = { } ``` -#### TFRecord dumper description +#### TFRecord export Downloaded file: a zip archive with following structure: ```bash taskname.zip/ -├── task2.tfrecord +├── default.tfrecord └── label_map.pbtxt + +# label_map.pbtxt +item { + id: 1 + name: 'label_0' +} +item { + id: 2 + name: 'label_1' +} +... ``` -- supported annotations: Rectangles +- supported annotations: Rectangles, Polygons (as masks, manually over [Datumaro](https://github.com/openvinotoolkit/datumaro/blob/develop/docs/user_manual.md)) -#### TFRecord loader description +How to export masks: +1. Export annotations in `Datumaro` format +1. Apply `polygons_to_masks` and `boxes_to_masks` transforms + ```bash + datum transform -t polygons_to_masks -p path/to/proj -o ptm + datum transform -t boxes_to_masks -p ptm -o btm + ``` +1. Export in the `TF Detection API` format + ```bash + datum export -f tf_detection_api -p btm [-- --save-images] + ``` + +#### TFRecord import Uploaded file: a zip archive of following structure: ```bash taskname.zip/ -└── task2.tfrecord +└── .tfrecord ``` - supported annotations: Rectangles @@ -706,7 +772,7 @@ python create_pascal_tf_record.py --data_dir --set train --y ### [MOT sequence](https://arxiv.org/pdf/1906.04567.pdf) -#### MOT Dumper +#### MOT export Downloaded file: a zip archive of the following structure: @@ -735,7 +801,7 @@ person - supported annotations: Rectangle shapes and tracks - supported attributes: `visibility` (number), `ignored` (checkbox) -#### MOT Loader +#### MOT import Uploaded file: a zip archive of the structure above or: @@ -749,7 +815,7 @@ taskname.zip/ ### [MOTS PNG](https://www.vision.rwth-aachen.de/page/mots) -#### MOTS PNG Dumper +#### MOTS PNG export Downloaded file: a zip archive of the following structure: @@ -773,7 +839,7 @@ person - supported annotations: Rectangle and Polygon tracks -#### MOTS PNG Loader +#### MOTS PNG import Uploaded file: a zip archive of the structure above @@ -781,7 +847,7 @@ Uploaded file: a zip archive of the structure above ### [LabelMe](http://labelme.csail.mit.edu/Release3.0) -#### LabelMe Dumper +#### LabelMe export Downloaded file: a zip archive of the following structure: @@ -793,7 +859,7 @@ taskname.zip/ - supported annotations: Rectangles, Polygons (with attributes) -#### LabelMe Loader +#### LabelMe import Uploaded file: a zip archive of the following structure: @@ -811,7 +877,7 @@ taskname.zip/ ### [ImageNet](http://www.image-net.org) -#### ImageNet Dumper +#### ImageNet export Downloaded file: a zip archive of the following structure: @@ -835,7 +901,7 @@ taskname.zip/ - supported annotations: Labels -#### ImageNet Loader +#### ImageNet import Uploaded file: a zip archive of the structure above @@ -843,7 +909,7 @@ Uploaded file: a zip archive of the structure above ### [CamVid](http://mi.eng.cam.ac.uk/research/projects/VideoRec/CamVid/) -#### CamVid Dumper +#### CamVid export Downloaded file: a zip archive of the following structure: @@ -873,7 +939,7 @@ has own color which corresponds to a label. - supported annotations: Rectangles, Polygons -#### CamVid Loader +#### CamVid import Uploaded file: a zip archive of the structure above @@ -881,7 +947,7 @@ Uploaded file: a zip archive of the structure above ### [WIDER Face](http://shuoyang1213.me/WIDERFACE/) -#### WIDER Face Dumper +#### WIDER Face export Downloaded file: a zip archive of the following structure: @@ -899,19 +965,21 @@ taskname.zip/ ``` - supported annotations: Rectangles (with attributes), Labels -- supported attributes: `blur`, `expression`, `illumination`, - `occluded` (both the annotation property & an attribute), `pose`, `invalid` +- supported attributes: + - `blur`, `expression`, `illumination`, `pose`, `invalid` + - `occluded` (both the annotation property & an attribute) -#### WIDER Face Loader +#### WIDER Face import Uploaded file: a zip archive of the structure above - supported annotations: Rectangles (with attributes), Labels -- supported attributes: `blur`, `expression`, `illumination`, `occluded`, `pose`, `invalid` +- supported attributes: + - `blur`, `expression`, `illumination`, `occluded`, `pose`, `invalid` ### [VGGFace2](https://github.com/ox-vgg/vgg_face2) -#### VGGFace2 Dumper +#### VGGFace2 export Downloaded file: a zip archive of the following structure: @@ -934,7 +1002,7 @@ label1 - supported annotations: Rectangles, Points (landmarks - groups of 5 points) -#### VGGFace2 Loader +#### VGGFace2 import Uploaded file: a zip archive of the structure above @@ -942,7 +1010,7 @@ Uploaded file: a zip archive of the structure above ### [Market-1501](https://www.aitribune.com/dataset/2018051063) -#### Market-1501 Dumper +#### Market-1501 export Downloaded file: a zip archive of the following structure: @@ -970,7 +1038,7 @@ s1 - sequence - supported annotations: Label `market-1501` with atrributes (`query`, `person_id`, `camera_id`) -#### Market-1501 Loader +#### Market-1501 import Uploaded file: a zip archive of the structure above @@ -978,7 +1046,7 @@ Uploaded file: a zip archive of the structure above ### [ICDAR13/15](https://rrc.cvc.uab.es/?ch=2) -#### ICDAR13/15 Dumper +#### ICDAR13/15 export Downloaded file: a zip archive of the following structure: @@ -1027,7 +1095,7 @@ taskname.zip/ - supported annotations: Rectangles and Polygons with label `icdar` and attributes `index`, `text`, `color`, `center` -#### ICDAR13/15 Loader +#### ICDAR13/15 import Uploaded file: a zip archive of the structure above diff --git a/cvat/apps/dataset_manager/formats/coco.py b/cvat/apps/dataset_manager/formats/coco.py index 3ec3ab18..3e4fb223 100644 --- a/cvat/apps/dataset_manager/formats/coco.py +++ b/cvat/apps/dataset_manager/formats/coco.py @@ -19,7 +19,8 @@ def _export(dst_file, task_data, save_images=False): dataset = 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zE!bP*zj%wPz3+~%6Y^1zUeV#vef)Ml`$-4yxx+1eb(V|vr!T>BJ^zUl5M0~#rDb^N zz4}W6{n@ekMJ7X98r_#{nUz&sghiusl1H;kkF|_kj@NY&=DmenYa|sdQ9<;r$xa>H zLRwy(VIC+cP!%3?a#$d)s_=_f9oon2;3#E!q#8?JmO{^K}HK+q5>NFsj!L=e-E`q#GSiipAA z5#>%gCfL0vR5e;{Hb-d;S#_)R&;Hw1T&8BGptRQCT3`bIGW)kP1$2Pl&iXMk|E~y~ bJo;B92BW_IF%VJS{R4J&qB_<&1pW3u?Y0ea literal 0 HcmV?d00001 diff --git a/cvat/apps/documentation/user_guide.md b/cvat/apps/documentation/user_guide.md index 2bd85467..bc21e2e5 100644 --- a/cvat/apps/documentation/user_guide.md +++ b/cvat/apps/documentation/user_guide.md @@ -29,6 +29,7 @@ - [OpenCV Tools](#opencv-tools) - [Annotation with rectangle by 4 points](#annotation-with-rectangle-by-4-points) - [Annotation with polygons](#annotation-with-polygons) + - [Creating masks](#creating-masks) - [Annotation with polylines](#annotation-with-polylines) - [Annotation with points](#annotation-with-points) - [Points in shape mode](#points-in-shape-mode) @@ -1282,6 +1283,67 @@ To edit a polygon you have to click on it while holding `Shift`, it will open th ![](static/documentation/images/gif007_mapillary_vistas.gif) +### Cutting holes in polygons + +Currently, CVAT does not support cutting transparent holes in polygons. However, +it is poissble to generate holes in exported instance and class masks. +To do this, one needs to define a background class in the task and draw holes +with it as additional shapes above the shapes needed to have holes: + +The editor window: + ![The editor](static/documentation/images/mask_export_example1_editor.png) + +Remember to use z-axis ordering for shapes by \[\-\] and \[\+\, \=\] keys. + +Exported masks: + ![A class mask](static/documentation/images/mask_export_example1_cls_mask.png) ![An instance mask](static/documentation/images/mask_export_example1_inst_mask.png) + +Notice that it is currently impossible to have a single instance number for +internal shapes (they will be merged into the largest one and then covered by +"holes"). + +### Creating masks + +There are several formats in CVAT that can be used to export masks: +- `Segmentation Mask` (PASCAL VOC masks) +- `CamVid` +- `MOTS` +- `ICDAR` +- `COCO` (RLE-encoded instance masks, [guide](https://github.com/openvinotoolkit/cvat/blob/develop/cvat/apps/dataset_manager/formats/README.md#coco)) +- `TFRecord` ([over Datumaro](https://github.com/openvinotoolkit/datumaro/blob/develop/docs/user_manual.md), [guide](https://github.com/openvinotoolkit/cvat/blob/develop/cvat/apps/dataset_manager/formats/README.md#tfrecord)): +- `Datumaro` + +An example of exported masks (in the `Segmentation Mask` format): + + ![A class mask](static/documentation/images/exported_cls_masks_example.png) ![An instance mask](static/documentation/images/exported_inst_masks_example.png) + +Important notices: +- Both boxes and polygons are converted into masks +- Grouped objects are considered as a single instance and exported as a single + mask (label and attributes are taken from the largest object in the group) + +#### Class colors + +All the labels have associated colors, which are used in the generated masks. +These colors can be changed in the task label properties: + + ![](static/documentation/images/label_color_picker.jpg) + +Label colors are also displayed in the annotation window on the right panel, +where you can show or hide specific labels +(only the presented labels are displayed): + + ![](static/documentation/images/label_panel_anno_window.jpg) + +A background class can be: +- A default class, which is implicitly-added, of black color (RGB 0, 0, 0) +- `background` class with any color (has a priority, name is case-insensitive) +- Any class of black color (RGB 0, 0, 0) + +To change backgound color in generated masks (default is black), +change `background` class color to the desired one. + + ## Annotation with polylines It is used for road markup annotation etc. diff --git a/cvat/requirements/base.txt b/cvat/requirements/base.txt index 2d5c8a1f..a6501a4e 100644 --- a/cvat/requirements/base.txt +++ b/cvat/requirements/base.txt @@ -50,4 +50,4 @@ open3d==0.11.2 # --no-binary=pycocotools: workaround for binary incompatibility on numpy 1.20 # of pycocotools and tensorflow 2.4.1 # when pycocotools is installed by wheel in python 3.8+ -datumaro==0.1.7 --no-binary=datumaro --no-binary=pycocotools +datumaro==0.1.8 --no-binary=datumaro --no-binary=pycocotools From cc6fb68be06bc2f76594b72ccc38d09fc40fe41b Mon Sep 17 00:00:00 2001 From: OlgaP Date: Fri, 2 Apr 2021 11:32:28 +0200 Subject: [PATCH 07/81] Update installation.md (#3057) MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Updated the table of contents in installation.md to include the new section “Deploy CVAT on the Scaleway public cloud” --- cvat/apps/documentation/installation.md | 1 + 1 file changed, 1 insertion(+) diff --git a/cvat/apps/documentation/installation.md b/cvat/apps/documentation/installation.md index 4523a9b8..5927bf5a 100644 --- a/cvat/apps/documentation/installation.md +++ b/cvat/apps/documentation/installation.md @@ -10,6 +10,7 @@ - [Advanced settings](#advanced-settings) - [Share path](#share-path) - [Email verification](#email-verification) + - [Deploy CVAT on the Scaleway public cloud](#deploy-cvat-on-the-scaleway-public-cloud) - [Deploy secure CVAT instance with HTTPS](#deploy-secure-cvat-instance-with-https) - [Prerequisites](#prerequisites) - [Roadmap](#roadmap) From df175a856179f1c31ac2b15c80d98986a3d35acf Mon Sep 17 00:00:00 2001 From: Dmitry Kruchinin <33020454+dvkruchinin@users.noreply.github.com> Date: Fri, 2 Apr 2021 16:09:00 +0300 Subject: [PATCH 08/81] Cypress test. Filters, sorting jobs. Tooltip search task filter. (#3053) * Add scc classes * Rework cypress command * Update test to check task search tooltip * Cypress test. Job filter, sorting feature. * Fix eslint * Update cypress/code-coverage version * Replace comments * small fix * Restart CI * Applying comments * Fix typo --- cvat-ui/src/components/task-page/job-list.tsx | 2 + .../case_35_search_task_feature.js | 21 +- .../case_69_filters_sorting_jobs.js | 178 ++++++ .../support/commands_review_pipeline.js | 22 +- tests/package-lock.json | 547 ++++++++++-------- tests/package.json | 2 +- 6 files changed, 507 insertions(+), 265 deletions(-) create mode 100644 tests/cypress/integration/actions_tasks_objects/registration_involved/case_69_filters_sorting_jobs.js diff --git a/cvat-ui/src/components/task-page/job-list.tsx b/cvat-ui/src/components/task-page/job-list.tsx index 55cde2d1..8a7cb460 100644 --- a/cvat-ui/src/components/task-page/job-list.tsx +++ b/cvat-ui/src/components/task-page/job-list.tsx @@ -217,6 +217,7 @@ function JobListComponent(props: Props & RouteComponentProps): JSX.Element { title: 'Assignee', dataIndex: 'assignee', key: 'assignee', + className: 'cvat-job-item-assignee', render: (jobInstance: any): JSX.Element => ( ( { cy.contains('.cvat-item-task-name', taskName).should(result); } + before(() => { + cy.openTask(taskName); + cy.assignTaskToUser(Cypress.env('user')); // Assign a task to an ures to check filter + cy.goToTaskList(); + }); + + after(() => { + cy.goToTaskList(); + cy.openTask(taskName); + cy.assignTaskToUser(''); + }); + describe(`Testing case "${caseId}"`, () => { - it('Type to task search some field and check result.', () => { + it('Tooltip task filter contain all the possible options.', () => { + cy.get('.cvat-task-page-search-task').trigger('mouseover'); + cy.get('.cvat-tasks-search-tooltip').should('be.visible'); + }); + + it('Type to task search some filter and check result.', () => { searchTask(`${taskName.substring(0, 3)}`, 'exist'); searchTask('121212', 'not.exist'); searchTask(`owner: ${Cypress.env('user')}`, 'exist'); - searchTask('mode: annotation', 'exist'); + searchTask(`mode: annotation AND assignee: ${Cypress.env('user')}`, 'exist'); searchTask('status: annotation', 'exist'); searchTask(`mode: interpolation AND owner: ${Cypress.env('user')}`, 'not.exist'); }); diff --git a/tests/cypress/integration/actions_tasks_objects/registration_involved/case_69_filters_sorting_jobs.js b/tests/cypress/integration/actions_tasks_objects/registration_involved/case_69_filters_sorting_jobs.js new file mode 100644 index 00000000..bec7088a --- /dev/null +++ b/tests/cypress/integration/actions_tasks_objects/registration_involved/case_69_filters_sorting_jobs.js @@ -0,0 +1,178 @@ +// Copyright (C) 2021 Intel Corporation +// +// SPDX-License-Identifier: MIT + +/// + +context('Filters, sorting jobs.', () => { + const caseId = '69'; + const labelName = `Case ${caseId}`; + const taskName = `New annotation task for ${labelName}`; + const attrName = `Attr for ${labelName}`; + const textDefaultValue = 'Some default value for type Text'; + const imagesCount = 15; + const imageFileName = `image_${labelName.replace(' ', '_').toLowerCase()}`; + const width = 800; + const height = 800; + const posX = 10; + const posY = 10; + const color = 'gray'; + const archiveName = `${imageFileName}.zip`; + const archivePath = `cypress/fixtures/${archiveName}`; + const imagesFolder = `cypress/fixtures/${imageFileName}`; + const directoryToArchive = imagesFolder; + const advancedConfigurationParams = { + multiJobs: true, + segmentSize: 5, + }; + + const secondUserName = 'Case69'; + const secondUser = { + firstName: `Firtstname`, + lastName: `Lastname`, + emailAddr: `${secondUserName.toLowerCase()}@local.local`, + password: 'Pass!UserCase69', + }; + + function checkJobsTableRowCount(expectedCount) { + if (expectedCount !== 0) { + cy.get('.cvat-task-jobs-table-row').then(($jobsTableRows) => { + expect($jobsTableRows.length).to.be.equal(expectedCount); + }); + } else { + cy.get('.cvat-task-jobs-table-row').should('not.exist'); + } + } + + function checkContentsRow(index, status, assignee, reviewer) { + cy.get('.cvat-task-jobs-table-row').then(($jobsTableRows) => { + cy.get($jobsTableRows[index]).within(() => { + cy.get('.cvat-job-item-status').invoke('text').should('equal', status); + [ + ['.cvat-job-assignee-selector', assignee], + ['.cvat-job-reviewer-selector', reviewer], + ].forEach(([el, val]) => { + cy.get(el).find('[type="search"]').invoke('val').should('equal', val); + }); + }); + }); + } + + function testSetJobFilter({ column, menuItem, reset }) { + cy.get(column).find('[role="button"]').click().wait(300); // Waiting for dropdown menu transition + cy.get('.ant-dropdown') + .not('.ant-dropdown-hidden') + .within(() => { + if (!reset) { + cy.contains('[role="menuitem"]', menuItem) + .find('[type="checkbox"]') + .should('not.be.checked') + .check() + .should('be.checked'); + cy.contains('[type="button"]', 'OK').click(); + } else { + cy.contains('[type="button"]', 'Reset').click(); + } + }); + } + + before(() => { + // Preparing a jobs + cy.visit('auth/register'); + cy.userRegistration( + secondUser.firstName, + secondUser.lastName, + secondUserName, + secondUser.emailAddr, + secondUser.password, + ); + cy.logout(secondUserName); + cy.imageGenerator(imagesFolder, imageFileName, width, height, color, posX, posY, labelName, imagesCount); + cy.createZipArchive(directoryToArchive, archivePath); + cy.login(); + cy.createAnnotationTask( + taskName, + labelName, + attrName, + textDefaultValue, + archiveName, + false, + advancedConfigurationParams, + ); + cy.openTask(taskName); + cy.assignJobToUser(0, secondUserName); + cy.assignJobToUser(1, secondUserName); + cy.reviewJobToUser(1, Cypress.env('user')); + + // The first job is transferred to the validation status + cy.openJob(); + cy.interactMenu('Request a review'); + cy.get('.cvat-request-review-dialog') + .should('exist') + .within(() => { + cy.get('.cvat-user-search-field') + .find('[type="search"]') + .type(`${Cypress.env('user')}{Enter}`); + cy.contains('[type="button"]', 'Submit').click(); + }); + + // The first job is transferred to the complete status + cy.openJob(1); + cy.interactMenu('Finish the job'); + cy.contains('[type="button"]', 'Continue').click(); + }); + + after(() => { + cy.logout(); + cy.deletingRegisteredUsers([secondUserName]); + cy.login(); + cy.deleteTask(taskName); + }); + + describe(`Testing "${labelName}".`, () => { + it('Filtering jobs by status.', () => { + testSetJobFilter({ column: '.cvat-job-item-status', menuItem: 'annotation' }); + checkJobsTableRowCount(1); + checkContentsRow(0, 'annotation', '', ''); + }); + + it('Filtering jobs by status and by assignee.', () => { + testSetJobFilter({ column: '.cvat-job-item-assignee', menuItem: secondUserName }); + checkJobsTableRowCount(0); + testSetJobFilter({ column: '.cvat-job-item-assignee', reset: true }); + checkJobsTableRowCount(1); + }); + + it('Filtering jobs by status. Annotation and validation', () => { + testSetJobFilter({ column: '.cvat-job-item-status', menuItem: 'validation' }); + checkJobsTableRowCount(2); + checkContentsRow(0, 'validation', secondUserName, Cypress.env('user')); + checkContentsRow(1, 'annotation', '', ''); + }); + + it('Filtering jobs by status. Annotation, validation, completed', () => { + testSetJobFilter({ column: '.cvat-job-item-status', menuItem: 'completed' }); + checkJobsTableRowCount(3); + checkContentsRow(0, 'validation', secondUserName, Cypress.env('user')); + checkContentsRow(1, 'completed', secondUserName, Cypress.env('user')); + checkContentsRow(2, 'annotation', '', ''); + testSetJobFilter({ column: '.cvat-job-item-status', reset: true }); // Reset filter by status + }); + + it('Filtering jobs by reviewer and sort by ascending status.', () => { + testSetJobFilter({ column: '.cvat-job-item-reviewer', menuItem: Cypress.env('user') }); + checkContentsRow(0, 'validation', secondUserName, Cypress.env('user')); + checkContentsRow(1, 'completed', secondUserName, Cypress.env('user')); + cy.contains('.cvat-job-item-status', 'Status').click(); + checkContentsRow(0, 'completed', secondUserName, Cypress.env('user')); + checkContentsRow(1, 'validation', secondUserName, Cypress.env('user')); + }); + + it('Filtering jobs by reviewer and sort by ascending status, assignee.', () => { + cy.contains('.cvat-job-item-status', 'Status').click(); + cy.contains('.cvat-job-item-assignee', 'Assignee').click(); + checkContentsRow(0, 'validation', secondUserName, Cypress.env('user')); + checkContentsRow(1, 'completed', secondUserName, Cypress.env('user')); + }); + }); +}); diff --git a/tests/cypress/support/commands_review_pipeline.js b/tests/cypress/support/commands_review_pipeline.js index 0698980c..8b1ccbef 100644 --- a/tests/cypress/support/commands_review_pipeline.js +++ b/tests/cypress/support/commands_review_pipeline.js @@ -6,12 +6,10 @@ Cypress.Commands.add('assignTaskToUser', (user) => { cy.get('.cvat-task-details-user-block').within(() => { - cy.get('.cvat-user-search-field').click(); + user !== '' + ? cy.get('.cvat-user-search-field').find('[type="search"]').type(`${user}{Enter}`) + : cy.get('.cvat-user-search-field').find('[type="search"]').clear().type('{Enter}'); }); - cy.get('.ant-select-dropdown') - .not('.ant-select-dropdown-hidden') - .contains(new RegExp(`^${user}$`, 'g')) - .click(); }); Cypress.Commands.add('assignJobToUser', (jobID, user) => { @@ -28,6 +26,18 @@ Cypress.Commands.add('assignJobToUser', (jobID, user) => { .click(); }); +Cypress.Commands.add('reviewJobToUser', (jobID, user) => { + cy.getJobNum(jobID).then(($job) => { + cy.get('.cvat-task-jobs-table') + .contains('a', `Job #${$job}`) + .parents('.cvat-task-jobs-table-row') + .find('.cvat-job-reviewer-selector') + .find('[type="search"]') + .clear() + .type(`${user}{Enter}`); + }); +}); + Cypress.Commands.add('checkJobStatus', (jobID, status, assignee, reviewer) => { cy.getJobNum(jobID).then(($job) => { cy.get('.cvat-task-jobs-table') @@ -75,7 +85,7 @@ Cypress.Commands.add('collectIssueRegionId', () => { cy.document().then((doc) => { const issueRegionList = Array.from(doc.querySelectorAll('.cvat_canvas_issue_region')); for (let i = 0; i < issueRegionList.length; i++) { - issueRegionIdList.push(Number(issueRegionList[i].id.match(/\-?\d+$/))); + issueRegionIdList.push(Number(issueRegionList[i].id.match(/-?\d+$/))); } return issueRegionIdList; }); diff --git a/tests/package-lock.json b/tests/package-lock.json index d3e5c8f3..d822611d 100644 --- a/tests/package-lock.json +++ b/tests/package-lock.json @@ -11,6 +11,12 @@ "@babel/highlight": "^7.12.13" } }, + "@babel/compat-data": { + "version": "7.13.12", + "resolved": "https://registry.npmjs.org/@babel/compat-data/-/compat-data-7.13.12.tgz", + "integrity": "sha512-3eJJ841uKxeV8dcN/2yGEUy+RfgQspPEgQat85umsE1rotuquQ2AbIub4S6j7c50a2d+4myc+zSlnXeIHrOnhQ==", + "dev": true + }, "@babel/core": { "version": "7.4.5", "resolved": "https://registry.npmjs.org/@babel/core/-/core-7.4.5.tgz", @@ -34,12 +40,12 @@ } }, "@babel/generator": { - "version": "7.12.13", - "resolved": "https://registry.npmjs.org/@babel/generator/-/generator-7.12.13.tgz", - "integrity": "sha512-9qQ8Fgo8HaSvHEt6A5+BATP7XktD/AdAnObUeTRz5/e2y3kbrxZgz32qUJJsdmwUvBJzF4AeV21nGTNwv05Mpw==", + "version": "7.13.9", + "resolved": "https://registry.npmjs.org/@babel/generator/-/generator-7.13.9.tgz", + "integrity": "sha512-mHOOmY0Axl/JCTkxTU6Lf5sWOg/v8nUa+Xkt4zMTftX0wqmb6Sh7J8gvcehBw7q0AhrhAR+FDacKjCZ2X8K+Sw==", "dev": true, "requires": { - 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"version": "1.1.10", - "resolved": "https://registry.npmjs.org/run-parallel/-/run-parallel-1.1.10.tgz", - "integrity": "sha512-zb/1OuZ6flOlH6tQyMPUrE3x3Ulxjlo9WIVXR4yVYi4H9UXQaeIsPbLn2R3O3vQCnDKkAl2qHiuocKKX4Tz/Sw==", - "dev": true + "version": "1.2.0", + "resolved": "https://registry.npmjs.org/run-parallel/-/run-parallel-1.2.0.tgz", + "integrity": "sha512-5l4VyZR86LZ/lDxZTR6jqL8AFE2S0IFLMP26AbjsLVADxHdhB/c0GUsH+y39UfCi3dzz8OlQuPmnaJOMoDHQBA==", + "dev": true, + "requires": { + "queue-microtask": "^1.2.2" + } }, "rxjs": { "version": "6.6.3", diff --git a/tests/package.json b/tests/package.json index 7f53c583..ce60f762 100644 --- a/tests/package.json +++ b/tests/package.json @@ -4,7 +4,7 @@ "cypress:run:firefox": "cypress run --env coverage=false --headless --browser firefox --config-file cypress_cron_type.json" }, "devDependencies": { - "@cypress/code-coverage": "^3.8.1", + "@cypress/code-coverage": "^3.9.4", "cypress": "^6.4.0", "cypress-file-upload": "^5.0.2", "cypress-localstorage-commands": "^1.3.1", From 6f2fe4657a36efb7235820bd0631f712db85ad05 Mon Sep 17 00:00:00 2001 From: Snyk bot Date: Mon, 5 Apr 2021 10:03:50 +0300 Subject: [PATCH 09/81] fix: cvat/requirements/base.txt to reduce vulnerabilities (#3063) The following vulnerabilities are fixed by pinning transitive dependencies: - https://snyk.io/vuln/SNYK-PYTHON-PILLOW-1090584 - https://snyk.io/vuln/SNYK-PYTHON-PILLOW-1090586 - https://snyk.io/vuln/SNYK-PYTHON-PILLOW-1090587 - https://snyk.io/vuln/SNYK-PYTHON-PILLOW-1090588 --- cvat/requirements/base.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/cvat/requirements/base.txt b/cvat/requirements/base.txt index a6501a4e..3d1668bc 100644 --- a/cvat/requirements/base.txt +++ b/cvat/requirements/base.txt @@ -6,7 +6,7 @@ django-cacheops==5.0.1 django-compressor==2.4 django-rq==2.3.2 EasyProcess==0.3 -Pillow==8.1.2 +Pillow==8.2.0 numpy==1.19.5 python-ldap==3.3.1 pytz==2020.1 From 6ecf648dec6f5c97bd0b3146034018a10a8d3d3c Mon Sep 17 00:00:00 2001 From: Dmitry Kruchinin <33020454+dvkruchinin@users.noreply.github.com> Date: Mon, 5 Apr 2021 14:08:34 +0300 Subject: [PATCH 10/81] Cypress test. Shortcuts window. (#3065) * Add css classes. * Cypress test. Shortcuts window. * Fix naming of var --- .../shortcuts-dialog/shortcuts-dialog.tsx | 7 +-- .../case_71_shortcuts_window.js | 46 +++++++++++++++++++ 2 files changed, 50 insertions(+), 3 deletions(-) create mode 100644 tests/cypress/integration/actions_tasks_objects/case_71_shortcuts_window.js diff --git a/cvat-ui/src/components/shortcuts-dialog/shortcuts-dialog.tsx b/cvat-ui/src/components/shortcuts-dialog/shortcuts-dialog.tsx index 9bf13e16..9030009b 100644 --- a/cvat-ui/src/components/shortcuts-dialog/shortcuts-dialog.tsx +++ b/cvat-ui/src/components/shortcuts-dialog/shortcuts-dialog.tsx @@ -2,12 +2,12 @@ // // SPDX-License-Identifier: MIT -import { shortcutsActions } from 'actions/shortcuts-actions'; import Modal from 'antd/lib/modal'; import Table from 'antd/lib/table'; import React from 'react'; -import { getApplicationKeyMap } from 'utils/mousetrap-react'; import { connect } from 'react-redux'; +import { getApplicationKeyMap } from 'utils/mousetrap-react'; +import { shortcutsActions } from 'actions/shortcuts-actions'; import { CombinedState } from 'reducers/interfaces'; interface StateToProps { @@ -93,8 +93,9 @@ function ShorcutsDialog(props: StateToProps & DispatchToProps): JSX.Element | nu onOk={switchShortcutsDialog} cancelButtonProps={{ style: { display: 'none' } }} zIndex={1001} /* default antd is 1000 */ + className='cvat-shortcuts-modal-window' > - +
); } diff --git a/tests/cypress/integration/actions_tasks_objects/case_71_shortcuts_window.js b/tests/cypress/integration/actions_tasks_objects/case_71_shortcuts_window.js new file mode 100644 index 00000000..b96c6332 --- /dev/null +++ b/tests/cypress/integration/actions_tasks_objects/case_71_shortcuts_window.js @@ -0,0 +1,46 @@ +// Copyright (C) 2021 Intel Corporation +// +// SPDX-License-Identifier: MIT + +/// + +import { taskName } from '../../support/const'; + +context('Shortcuts window.', () => { + const caseId = '71'; + const keyCodeF1 = 112; + let shortcutsTableTrCount = 0; + + before(() => { + cy.openTask(taskName); + }); + + describe(`Testing case "${caseId}"`, () => { + it('Press "F1" from a task. Shortcuts window be visible. Closing the modal window by button "OK".', () => { + cy.get('body').trigger('keydown', { keyCode: keyCodeF1 }); + cy.get('.cvat-shortcuts-modal-window').should('exist').and('be.visible').within(() => { + cy.get('.cvat-shortcuts-modal-window-table').within(() => { + cy.get('tr').should('exist').then(($shortcutsTableTrCount) => { + shortcutsTableTrCount = $shortcutsTableTrCount.length; + }); + }); + cy.contains('button', 'OK').click(); + }); + cy.get('.cvat-shortcuts-modal-window').should('not.be.visible'); + }); + + it('Open a job. Press "F1". Shortcuts window be visible. Closing the modal window by F1.', () => { + cy.openJob(); + cy.get('body').trigger('keydown', { keyCode: keyCodeF1 }); + cy.get('.cvat-shortcuts-modal-window').should('exist').and('be.visible').within(() => { + cy.get('.cvat-shortcuts-modal-window-table').within(() => { + cy.get('tr').should('exist').then(($shortcutsTableTrCount) => { + expect($shortcutsTableTrCount.length).to.be.gt(shortcutsTableTrCount); + }); + }); + }); + cy.get('body').trigger('keydown', { keyCode: keyCodeF1 }); + cy.get('.cvat-shortcuts-modal-window').should('not.be.visible'); + }); + }); +}); From 8e1fe94602e1164333cee8ec8e9bbe3a9aa5760f Mon Sep 17 00:00:00 2001 From: Dmitry Kruchinin <33020454+dvkruchinin@users.noreply.github.com> Date: Mon, 5 Apr 2021 14:10:57 +0300 Subject: [PATCH 11/81] Update Cypress test "Button "Continue" in label editor". (#3064) Update cypress command. --- .../case_33_button_continue_label_editor.js | 11 ++++++++++- tests/cypress/support/commands.js | 2 +- 2 files changed, 11 insertions(+), 2 deletions(-) diff --git a/tests/cypress/integration/actions_tasks_objects/case_33_button_continue_label_editor.js b/tests/cypress/integration/actions_tasks_objects/case_33_button_continue_label_editor.js index 4c38376e..6b34f1ce 100644 --- a/tests/cypress/integration/actions_tasks_objects/case_33_button_continue_label_editor.js +++ b/tests/cypress/integration/actions_tasks_objects/case_33_button_continue_label_editor.js @@ -1,4 +1,4 @@ -// Copyright (C) 2020 Intel Corporation +// Copyright (C) 2020-2021 Intel Corporation // // SPDX-License-Identifier: MIT @@ -30,5 +30,14 @@ context('Button "Continue" in label editor.', () => { expect(labelNames).to.include(additionalLabels[2]); }); }); + + it('Try add label with empty name. Alert should be visible.', () => { + cy.get('.cvat-constructor-viewer-new-item').click(); + cy.get('.cvat-label-constructor-creator').within(() => { + cy.contains('button', 'Continue').click(); + cy.contains('[role="alert"]', 'Please specify a name').should('be.visible'); + cy.contains('button', 'Cancel').click(); + }); + }); }); }); diff --git a/tests/cypress/support/commands.js b/tests/cypress/support/commands.js index 052ba548..c5630e01 100644 --- a/tests/cypress/support/commands.js +++ b/tests/cypress/support/commands.js @@ -541,7 +541,7 @@ Cypress.Commands.add('addNewLabel', (newLabelName, additionalAttrs, labelColor) Cypress.Commands.add('addNewLabelViaContinueButton', (additionalLabels) => { cy.collectLabelsName().then((labelsNames) => { if (additionalLabels.some((el) => labelsNames.indexOf(el) === -1)) { - cy.contains('button', 'Add label').click(); + cy.get('.cvat-constructor-viewer-new-item').click(); for (let j = 0; j < additionalLabels.length; j++) { cy.get('[placeholder="Label name"]').type(additionalLabels[j]); if (j !== additionalLabels.length - 1) { From 865274e8ccd589fb1a27c93985b9d4af8babc394 Mon Sep 17 00:00:00 2001 From: Nikita Manovich Date: Mon, 5 Apr 2021 21:48:27 +0300 Subject: [PATCH 12/81] Added badges for dockerhub. (#3067) --- README.md | 29 +++++++++++++++++++++++------ 1 file changed, 23 insertions(+), 6 deletions(-) diff --git a/README.md b/README.md index e79deaf7..d3e2970b 100644 --- a/README.md +++ b/README.md @@ -1,10 +1,11 @@ # Computer Vision Annotation Tool (CVAT) -[![CI](https://github.com/openvinotoolkit/cvat/workflows/CI/badge.svg?branch=develop)](https://github.com/openvinotoolkit/cvat/actions) -[![Codacy Badge](https://api.codacy.com/project/badge/Grade/b9899c72f2764df0b5d26390cb872e21)](https://app.codacy.com/gh/openvinotoolkit/cvat?utm_source=github.com&utm_medium=referral&utm_content=openvinotoolkit/cvat&utm_campaign=Badge_Grade_Dashboard) -[![Gitter chat](https://badges.gitter.im/opencv-cvat/gitter.png)](https://gitter.im/opencv-cvat) -[![Coverage Status](https://coveralls.io/repos/github/openvinotoolkit/cvat/badge.svg?branch=develop)](https://coveralls.io/github/openvinotoolkit/cvat?branch=develop) -[![DOI](https://zenodo.org/badge/139156354.svg)](https://zenodo.org/badge/latestdoi/139156354) +[![CI][ci-img]][ci-url] +[![Gitter chat][gitter-img]][gitter-url] +[![Coverage Status][coverage-img]][coverage-url] +[![server pulls][docker-server-pulls-img]][docker-server-image-url] +[![ui pulls][docker-ui-pulls-img]][docker-ui-image-url] +[![DOI][doi-img]][doi-url] CVAT is free, online, interactive video and image annotation tool for computer vision. It is being used by our team to @@ -57,7 +58,7 @@ For more information about supported formats look at the | Segmentation masks from [PASCAL VOC](http://host.robots.ox.ac.uk/pascal/VOC/) | X | X | | [YOLO](https://pjreddie.com/darknet/yolo/) | X | X | | [MS COCO Object Detection](http://cocodataset.org/#format-data) | X | X | -| [TFrecord](https://www.tensorflow.org/tutorials/load_data/tf_records) | X | X | +| [TFrecord](https://www.tensorflow.org/tutorials/load_data/tfrecord) | X | X | | [MOT](https://motchallenge.net/) | X | X | | [LabelMe 3.0](http://labelme.csail.mit.edu/Release3.0) | X | X | | [ImageNet](http://www.image-net.org) | X | X | @@ -162,3 +163,19 @@ Other ways to ask questions and get our support: - [Onepanel](https://github.com/onepanelio/core) - Onepanel is an open source vision AI platform that fully integrates CVAT with scalable data processing and parallelized training pipelines. + + + + +[docker-server-pulls-img]: https://img.shields.io/docker/pulls/openvino/cvat_server.svg?style=flat-square&label=server%20pulls +[docker-server-image-url]: https://hub.docker.com/r/openvino/cvat_server +[docker-ui-pulls-img]: https://img.shields.io/docker/pulls/openvino/cvat_ui.svg?style=flat-square&label=UI%20pulls +[docker-ui-image-url]: https://hub.docker.com/r/openvino/cvat_ui +[ci-img]: https://github.com/openvinotoolkit/cvat/workflows/CI/badge.svg?branch=develop +[ci-url]: https://github.com/openvinotoolkit/cvat/actions +[gitter-img]: https://badges.gitter.im/opencv-cvat/gitter.png +[gitter-url]: https://gitter.im/opencv-cvat +[coverage-img]: https://coveralls.io/repos/github/openvinotoolkit/cvat/badge.svg?branch=develop +[coverage-url]: https://coveralls.io/github/openvinotoolkit/cvat?branch=develop +[doi-img]: https://zenodo.org/badge/139156354.svg +[doi-url]: https://zenodo.org/badge/latestdoi/139156354 From 92e5ab66e50d3209bde4be2308d1eb30afa1b0e8 Mon Sep 17 00:00:00 2001 From: Dmitry Kruchinin <33020454+dvkruchinin@users.noreply.github.com> Date: Tue, 6 Apr 2021 09:01:21 +0300 Subject: [PATCH 13/81] Cypress test. Mutable attribute. (#3058) * Add mutable condition to cypress command * Cypress test. Mutable attribute. * Small fix * Update tests/cypress/integration/actions_tasks_objects/case_70_mutable_attribute.js Co-authored-by: Boris Sekachev Co-authored-by: Boris Sekachev --- .../case_70_mutable_attribute.js | 76 +++++++++++++++++++ tests/cypress/support/commands.js | 4 + 2 files changed, 80 insertions(+) create mode 100644 tests/cypress/integration/actions_tasks_objects/case_70_mutable_attribute.js diff --git a/tests/cypress/integration/actions_tasks_objects/case_70_mutable_attribute.js b/tests/cypress/integration/actions_tasks_objects/case_70_mutable_attribute.js new file mode 100644 index 00000000..7064da72 --- /dev/null +++ b/tests/cypress/integration/actions_tasks_objects/case_70_mutable_attribute.js @@ -0,0 +1,76 @@ +// Copyright (C) 2021 Intel Corporation +// +// SPDX-License-Identifier: MIT + +// /// + +import { taskName } from '../../support/const'; + +context('Mutable attribute.', () => { + const caseId = '70'; + const labelTrack = `Case ${caseId}`; + const additionalAttrsLabelShape = [ + { additionalAttrName: 'tree', additionalValue: 'birch tree', typeAttribute: 'Text', mutable: true }, + ]; + + const createRectangleTrack2Points = { + points: 'By 2 Points', + type: 'Track', + labelName: labelTrack, + firstX: 260, + firstY: 200, + secondX: 360, + secondY: 250, + }; + + const attrValueSecondFrame = 'aspen'; + const attrValueThirdFrame = 'oak'; + + function testChangingAttributeValue(expectedValue, value) { + cy.get('.cvat-player-next-button').click(); + cy.get('.attribute-annotation-sidebar-attr-elem-wrapper') + .find('[type="text"]') + .should('have.value', expectedValue) + .clear() + .type(value); + } + + function checkObjectDetailValue(frameNum, expectedValue) { + cy.get('.cvat-player-next-button').click(); + cy.goCheckFrameNumber(frameNum); + cy.contains(expectedValue).should('exist').and('be.visible'); + } + + before(() => { + cy.openTask(taskName); + cy.addNewLabel(labelTrack, additionalAttrsLabelShape); + cy.openJob(); + cy.createRectangle(createRectangleTrack2Points); + }); + + describe(`Testing case "${caseId}"`, () => { + it('Go to AAM. For the 2nd and 3rd frames, change the attribute value.', () => { + cy.changeWorkspace('Attribute annotation', labelTrack); + testChangingAttributeValue(additionalAttrsLabelShape[0].additionalValue, attrValueSecondFrame); + testChangingAttributeValue(attrValueSecondFrame, attrValueThirdFrame); + }); + + it('Go to Standard mode. The object detaild have correct values on the corresponding frames.', () => { + cy.changeWorkspace('Standard'); + cy.get('#cvat_canvas_shape_1') + .trigger('mousemove', { scrollBehavior: false }) + .should('have.class', 'cvat_canvas_shape_activated'); + [ + [ + 0, + `${additionalAttrsLabelShape[0].additionalAttrName}: ${additionalAttrsLabelShape[0].additionalValue}`, + ], + [1, `${additionalAttrsLabelShape[0].additionalAttrName}: ${attrValueSecondFrame}`], + [2, `${additionalAttrsLabelShape[0].additionalAttrName}: ${attrValueThirdFrame}`], + [3, `${additionalAttrsLabelShape[0].additionalAttrName}: ${attrValueThirdFrame}`], + ].forEach(([num, val]) => { + checkObjectDetailValue(num, val); + }); + }); + }); +}); diff --git a/tests/cypress/support/commands.js b/tests/cypress/support/commands.js index c5630e01..f75f13ad 100644 --- a/tests/cypress/support/commands.js +++ b/tests/cypress/support/commands.js @@ -420,6 +420,10 @@ Cypress.Commands.add('updateAttributes', (multiAttrParams) => { cy.get(`.ant-select-item-option[title="${multiAttrParams.additionalValue}"]`).click(); }); } + if (multiAttrParams.mutable) { + cy.get('.cvat-attribute-mutable-checkbox') + .find('[type="checkbox"]').should('not.be.checked').check().should('be.checked'); + } }); }); From babf1a3f54f663aa4d5579cd100b3e0e8fced050 Mon Sep 17 00:00:00 2001 From: Dmitry Kruchinin <33020454+dvkruchinin@users.noreply.github.com> Date: Tue, 6 Apr 2021 11:26:20 +0300 Subject: [PATCH 14/81] Update cypress test. Label constructor. Color label. Label name editing. (#3068) * Update Cypress test "Label constructor. Color label. Label name editing" * Fix for Firefox --- ...e_31_label_constructor_color_name_label.js | 52 +++++++++++++++++++ 1 file changed, 52 insertions(+) diff --git a/tests/cypress/integration/actions_tasks_objects/case_31_label_constructor_color_name_label.js b/tests/cypress/integration/actions_tasks_objects/case_31_label_constructor_color_name_label.js index 11432898..73345f04 100644 --- a/tests/cypress/integration/actions_tasks_objects/case_31_label_constructor_color_name_label.js +++ b/tests/cypress/integration/actions_tasks_objects/case_31_label_constructor_color_name_label.js @@ -125,5 +125,57 @@ context('Label constructor. Color label. Label name editing', () => { }); }); }); + + it('Cancel/reset button interaction when changing color of the label.', () => { + cy.goToTaskList(); + cy.openTask(taskName); + // Adding a label without setting a color + cy.addNewLabel(`Case ${caseId}`); + cy.get('.cvat-constructor-viewer').should('be.visible'); + cy.contains('.cvat-constructor-viewer-item', `Case ${caseId}`) + .invoke('attr', 'style') + .then(($labelColor) => { + // Change the label color and press "Cancel" + cy.contains('.cvat-constructor-viewer-item', `Case ${caseId}`).find('[data-icon="edit"]').click(); + cy.get('.cvat-change-task-label-color-badge') + .children() + .invoke('attr', 'style') + .then(($labelBadgeColor) => { + expect($labelBadgeColor).to.be.equal($labelColor); + }); + cy.get('.cvat-change-task-label-color-button').click(); + cy.get('.cvat-label-color-picker') + .not('.ant-popover-hidden') + .within(() => { + cy.contains('hex').prev().clear().type(labelColor.yellowHex); + cy.contains('button', 'Cancel').click(); + }); + cy.get('.cvat-change-task-label-color-badge') + .children() + .invoke('attr', 'style') + .then(($labelBadgeColor) => { + expect($labelBadgeColor).to.be.equal($labelColor); + }); + + // Change the label color + cy.get('.cvat-change-task-label-color-button').click(); + cy.changeColorViaBadge(labelColor.yellowHex); + + // Reset the label color + cy.get('.cvat-change-task-label-color-button').click(); + cy.get('.cvat-label-color-picker') + .not('.ant-popover-hidden') + .within(() => { + cy.contains('button', 'Reset').click(); + }); + cy.get('.cvat-change-task-label-color-badge') + .children() + .should('have.attr', 'style').and('contain', 'rgb(179, 179, 179)'); + cy.get('.cvat-label-constructor-updater').contains('button', 'Done').click(); + cy.contains('.cvat-constructor-viewer-item', `Case ${caseId}`) + .should('have.attr', 'style') + .and('contain', $labelColor); + }); + }); }); }); From d2a1d12fbac537f8a6c3b813ef7122c3fea74685 Mon Sep 17 00:00:00 2001 From: Dmitry Agapov Date: Tue, 6 Apr 2021 13:09:33 +0300 Subject: [PATCH 15/81] Integration with an internal training server (#2785) Co-authored-by: Boris Sekachev Co-authored-by: Nikita Manovich --- .vscode/settings.json | 2 +- cvat-core/src/api.js | 2 +- cvat-core/src/project.js | 23 ++ cvat-core/src/server-proxy.js | 123 ++++++ cvat-core/src/session.js | 112 +++++- cvat-ui/package-lock.json | 5 + cvat-ui/package.json | 1 + cvat-ui/src/actions/annotation-actions.ts | 126 +++++- cvat-ui/src/actions/boundaries-actions.ts | 6 +- cvat-ui/src/assets/brain.svg | 56 +++ .../annotation-page/appearance-block.tsx | 13 +- .../attribute-editor.tsx | 3 +- .../controls-side-bar/controls-side-bar.tsx | 2 +- .../controls-side-bar/controls-side-bar.tsx | 2 +- .../components/annotation-page/styles.scss | 46 +++ .../shortcuts-select.tsx | 2 +- .../tag-annotation-sidebar.tsx | 2 +- .../annotation-page/top-bar/left-group.tsx | 6 +- .../annotation-page/top-bar/right-group.tsx | 119 +++++- .../annotation-page/top-bar/top-bar.tsx | 15 +- .../change-password-form.tsx | 8 +- .../change-password-modal.tsx | 6 +- .../create-project-content.tsx | 78 +++- .../create-project-page.tsx | 53 ++- .../create-project.context.ts | 31 ++ .../canvas/canvas-context-menu.tsx | 2 +- .../annotation-page/canvas/canvas-wrapper.tsx | 2 +- .../controls-side-bar/controls-side-bar.tsx | 2 +- .../standard-workspace/propagate-confirm.tsx | 10 +- .../annotation-page/top-bar/top-bar.tsx | 29 +- .../containers/file-manager/file-manager.tsx | 6 +- .../containers/models-page/models-page.tsx | 6 +- .../src/containers/tasks-page/tasks-page.tsx | 8 +- cvat-ui/src/icons.tsx | 2 + cvat-ui/src/reducers/annotation-reducer.ts | 54 ++- cvat-ui/src/reducers/interfaces.ts | 18 + cvat-ui/src/reducers/notifications-reducer.ts | 18 + cvat-ui/src/reducers/plugins-reducer.ts | 3 +- .../engine/migrations/0039_auto_training.py | 48 +++ cvat/apps/engine/models.py | 49 ++- cvat/apps/engine/serializers.py | 31 +- cvat/apps/engine/urls.py | 2 + cvat/apps/engine/views.py | 13 +- cvat/apps/training/__init__.py | 1 + cvat/apps/training/apis.py | 362 ++++++++++++++++++ cvat/apps/training/apps.py | 11 + cvat/apps/training/jobs.py | 186 +++++++++ cvat/apps/training/signals.py | 30 ++ cvat/apps/training/urls.py | 11 + cvat/apps/training/views.py | 68 ++++ cvat/settings/base.py | 5 + cvat/settings/testing.py | 2 +- cvat/urls.py | 3 + docker-compose.yml | 1 + 54 files changed, 1743 insertions(+), 82 deletions(-) create mode 100644 cvat-ui/src/assets/brain.svg create mode 100644 cvat-ui/src/components/create-project-page/create-project.context.ts create mode 100644 cvat/apps/engine/migrations/0039_auto_training.py create mode 100644 cvat/apps/training/__init__.py create mode 100644 cvat/apps/training/apis.py create mode 100644 cvat/apps/training/apps.py create mode 100644 cvat/apps/training/jobs.py create mode 100644 cvat/apps/training/signals.py create mode 100644 cvat/apps/training/urls.py create mode 100644 cvat/apps/training/views.py diff --git a/.vscode/settings.json b/.vscode/settings.json index 5718c4b7..cb78ca04 100644 --- a/.vscode/settings.json +++ b/.vscode/settings.json @@ -1,5 +1,5 @@ { - "python.pythonPath": ".env/bin/python", + "eslint.enable": true, "eslint.probe": [ "javascript", "typescript", diff --git a/cvat-core/src/api.js b/cvat-core/src/api.js index 22dc4858..a5d36b6c 100644 --- a/cvat-core/src/api.js +++ b/cvat-core/src/api.js @@ -573,7 +573,7 @@ function build() { * @param {module:API.cvat.classes.Task} task task to be annotated * @param {module:API.cvat.classes.MLModel} model model used to get annotation * @param {object} [args] extra arguments - * @returns {string} requestID + * @returns {object[]} annotations * @throws {module:API.cvat.exceptions.ServerError} * @throws {module:API.cvat.exceptions.PluginError} * @throws {module:API.cvat.exceptions.ArgumentError} diff --git a/cvat-core/src/project.js b/cvat-core/src/project.js index f389205c..f4609d9d 100644 --- a/cvat-core/src/project.js +++ b/cvat-core/src/project.js @@ -33,6 +33,7 @@ created_date: undefined, updated_date: undefined, task_subsets: undefined, + training_project: undefined, }; for (const property in data) { @@ -64,6 +65,9 @@ } data.task_subsets = Array.from(subsetsSet); } + if (initialData.training_project) { + data.training_project = JSON.parse(JSON.stringify(initialData.training_project)); + } Object.defineProperties( this, @@ -94,6 +98,7 @@ data.name = value; }, }, + /** * @name status * @type {module:API.cvat.enums.TaskStatus} @@ -217,9 +222,21 @@ subsets: { get: () => [...data.task_subsets], }, + _internalData: { get: () => data, }, + + training_project: { + get: () => data.training_project, + set: (training) => { + if (training) { + data.training_project = JSON.parse(JSON.stringify(training)); + } else { + data.training_project = training; + } + }, + }, }), ); } @@ -261,12 +278,17 @@ }; Project.prototype.save.implementation = async function () { + let trainingProject; + if (this.training_project) { + trainingProject = JSON.parse(JSON.stringify(this.training_project)); + } if (typeof this.id !== 'undefined') { const projectData = { name: this.name, assignee_id: this.assignee ? this.assignee.id : null, bug_tracker: this.bugTracker, labels: [...this._internalData.labels.map((el) => el.toJSON())], + training_project: trainingProject, }; await serverProxy.projects.save(this.id, projectData); @@ -276,6 +298,7 @@ const projectSpec = { name: this.name, labels: [...this.labels.map((el) => el.toJSON())], + training_project: trainingProject, }; if (this.bugTracker) { diff --git a/cvat-core/src/server-proxy.js b/cvat-core/src/server-proxy.js index 1e7018c5..f3627d4e 100644 --- a/cvat-core/src/server-proxy.js +++ b/cvat-core/src/server-proxy.js @@ -9,6 +9,31 @@ const config = require('./config'); const DownloadWorker = require('./download.worker'); + function waitFor(frequencyHz, predicate) { + return new Promise((resolve, reject) => { + if (typeof predicate !== 'function') { + reject(new Error(`Predicate must be a function, got ${typeof predicate}`)); + } + + const internalWait = () => { + let result = false; + try { + result = predicate(); + } catch (error) { + reject(error); + } + + if (result) { + resolve(); + } else { + setTimeout(internalWait, 1000 / frequencyHz); + } + }; + + setTimeout(internalWait); + }); + } + function generateError(errorData) { if (errorData.response) { const message = `${errorData.message}. ${JSON.stringify(errorData.response.data) || ''}.`; @@ -993,6 +1018,96 @@ } } + function predictorStatus(projectId) { + const { backendAPI } = config; + + return new Promise((resolve, reject) => { + async function request() { + try { + const response = await Axios.get(`${backendAPI}/predict/status?project=${projectId}`); + return response.data; + } catch (errorData) { + throw generateError(errorData); + } + } + + const timeoutCallback = async () => { + let data = null; + try { + data = await request(); + if (data.status === 'queued') { + setTimeout(timeoutCallback, 1000); + } else if (data.status === 'done') { + resolve(data); + } else { + throw new Error(`Unknown status was received "${data.status}"`); + } + } catch (error) { + reject(error); + } + }; + + setTimeout(timeoutCallback); + }); + } + + function predictAnnotations(taskId, frame) { + return new Promise((resolve, reject) => { + const { backendAPI } = config; + + async function request() { + try { + const response = await Axios.get( + `${backendAPI}/predict/frame?task=${taskId}&frame=${frame}`, + ); + return response.data; + } catch (errorData) { + throw generateError(errorData); + } + } + + const timeoutCallback = async () => { + let data = null; + try { + data = await request(); + if (data.status === 'queued') { + setTimeout(timeoutCallback, 1000); + } else if (data.status === 'done') { + predictAnnotations.latestRequest.fetching = false; + resolve(data.annotation); + } else { + throw new Error(`Unknown status was received "${data.status}"`); + } + } catch (error) { + predictAnnotations.latestRequest.fetching = false; + reject(error); + } + }; + + const closureId = Date.now(); + predictAnnotations.latestRequest.id = closureId; + const predicate = () => !predictAnnotations.latestRequest.fetching || predictAnnotations.latestRequest.id !== closureId; + if (predictAnnotations.latestRequest.fetching) { + waitFor(5, predicate).then(() => { + if (predictAnnotations.latestRequest.id !== closureId) { + resolve(null); + } else { + predictAnnotations.latestRequest.fetching = true; + setTimeout(timeoutCallback); + } + }); + } else { + predictAnnotations.latestRequest.fetching = true; + setTimeout(timeoutCallback); + } + }); + } + + predictAnnotations.latestRequest = { + fetching: false, + id: null, + }; + async function installedApps() { const { backendAPI } = config; try { @@ -1123,6 +1238,14 @@ }), writable: false, }, + + predictor: { + value: Object.freeze({ + status: predictorStatus, + predict: predictAnnotations, + }), + writable: false, + }, }), ); } diff --git a/cvat-core/src/session.js b/cvat-core/src/session.js index 105dfc9b..daaee04a 100644 --- a/cvat-core/src/session.js +++ b/cvat-core/src/session.js @@ -10,7 +10,7 @@ const { getFrame, getRanges, getPreview, clear: clearFrames, getContextImage, } = require('./frames'); - const { ArgumentError } = require('./exceptions'); + const { ArgumentError, DataError } = require('./exceptions'); const { TaskStatus } = require('./enums'); const { Label } = require('./labels'); const User = require('./user'); @@ -258,6 +258,19 @@ }, writable: true, }), + predictor: Object.freeze({ + value: { + async status() { + const result = await PluginRegistry.apiWrapper.call(this, prototype.predictor.status); + return result; + }, + async predict(frame) { + const result = await PluginRegistry.apiWrapper.call(this, prototype.predictor.predict, frame); + return result; + }, + }, + writable: true, + }), }); } @@ -665,6 +678,40 @@ * @instance * @async */ + /** + * @typedef {Object} PredictorStatus + * @property {string} message - message for a user to be displayed somewhere + * @property {number} projectScore - model accuracy + * @global + */ + /** + * Namespace is used for an interaction with events + * @namespace predictor + * @memberof Session + */ + /** + * Subscribe to updates of a ML model binded to the project + * @method status + * @memberof Session.predictor + * @throws {module:API.cvat.exceptions.PluginError} + * @throws {module:API.cvat.exceptions.ServerError} + * @returns {PredictorStatus} + * @instance + * @async + */ + /** + * Get predictions from a ML model binded to the project + * @method predict + * @memberof Session.predictor + * @param {number} frame - number of frame to inference + * @throws {module:API.cvat.exceptions.PluginError} + * @throws {module:API.cvat.exceptions.ArgumentError} + * @throws {module:API.cvat.exceptions.ServerError} + * @throws {module:API.cvat.exceptions.DataError} + * @returns {object[] | null} annotations + * @instance + * @async + */ } } @@ -865,6 +912,11 @@ this.logger = { log: Object.getPrototypeOf(this).logger.log.bind(this), }; + + this.predictor = { + status: Object.getPrototypeOf(this).predictor.status.bind(this), + predict: Object.getPrototypeOf(this).predictor.predict.bind(this), + }; } /** @@ -1554,6 +1606,11 @@ this.logger = { log: Object.getPrototypeOf(this).logger.log.bind(this), }; + + this.predictor = { + status: Object.getPrototypeOf(this).predictor.status.bind(this), + predict: Object.getPrototypeOf(this).predictor.predict.bind(this), + }; } /** @@ -1741,6 +1798,11 @@ return rangesData; }; + Job.prototype.frames.preview.implementation = async function () { + const frameData = await getPreview(this.task.id); + return frameData; + }; + // TODO: Check filter for annotations Job.prototype.annotations.get.implementation = async function (frame, allTracks, filters) { if (!Array.isArray(filters)) { @@ -1897,6 +1959,16 @@ return result; }; + Job.prototype.predictor.status.implementation = async function () { + const result = await this.task.predictor.status(); + return result; + }; + + Job.prototype.predictor.predict.implementation = async function (frame) { + const result = await this.task.predictor.predict(frame); + return result; + }; + Task.prototype.close.implementation = function closeTask() { clearFrames(this.id); for (const job of this.jobs) { @@ -2028,11 +2100,6 @@ return result; }; - Job.prototype.frames.preview.implementation = async function () { - const frameData = await getPreview(this.task.id); - return frameData; - }; - Task.prototype.frames.ranges.implementation = async function () { const rangesData = await getRanges(this.id); return rangesData; @@ -2199,6 +2266,39 @@ return result; }; + Task.prototype.predictor.status.implementation = async function () { + if (!Number.isInteger(this.projectId)) { + throw new DataError('The task must belong to a project to use the feature'); + } + + const result = await serverProxy.predictor.status(this.projectId); + return { + message: result.message, + progress: result.progress, + projectScore: result.score, + timeRemaining: result.time_remaining, + mediaAmount: result.media_amount, + annotationAmount: result.annotation_amount, + }; + }; + + Task.prototype.predictor.predict.implementation = async function (frame) { + if (!Number.isInteger(frame) || frame < 0) { + throw new ArgumentError(`Frame must be a positive integer. Got: "${frame}"`); + } + + if (frame >= this.size) { + throw new ArgumentError(`The frame with number ${frame} is out of the task`); + } + + if (!Number.isInteger(this.projectId)) { + throw new DataError('The task must belong to a project to use the feature'); + } + + const result = await serverProxy.predictor.predict(this.id, frame); + return result; + }; + Job.prototype.frames.contextImage.implementation = async function (taskId, frameId) { const result = await getContextImage(taskId, frameId); return result; diff --git a/cvat-ui/package-lock.json b/cvat-ui/package-lock.json index c23090f3..27c93845 100644 --- a/cvat-ui/package-lock.json +++ b/cvat-ui/package-lock.json @@ -28953,6 +28953,11 @@ "resolved": "https://registry.npmjs.org/react-is/-/react-is-16.11.0.tgz", "integrity": "sha512-gbBVYR2p8mnriqAwWx9LbuUrShnAuSCNnuPGyc7GJrMVQtPDAh8iLpv7FRuMPFb56KkaVZIYSz1PrjI9q0QPCw==" }, + "react-moment": { + "version": "1.1.1", + "resolved": "https://registry.npmjs.org/react-moment/-/react-moment-1.1.1.tgz", + "integrity": "sha512-WjwvxBSnmLMRcU33do0KixDB+9vP3e84eCse+rd+HNklAMNWyRgZTDEQlay/qK6lcXFPRuEIASJTpEt6pyK7Ww==" + }, "react-redux": { "version": "7.2.2", "resolved": "https://registry.npmjs.org/react-redux/-/react-redux-7.2.2.tgz", diff --git a/cvat-ui/package.json b/cvat-ui/package.json index d6bbde46..caf6ba25 100644 --- a/cvat-ui/package.json +++ b/cvat-ui/package.json @@ -77,6 +77,7 @@ "react-color": "^2.19.3", "react-cookie": "^4.0.3", "react-dom": "^16.14.0", + "react-moment": "^1.1.1", "react-redux": "^7.2.2", "react-resizable": "^1.11.1", "@types/react-resizable": "^1.7.2", diff --git a/cvat-ui/src/actions/annotation-actions.ts b/cvat-ui/src/actions/annotation-actions.ts index c44b5bb3..8e5fd184 100644 --- a/cvat-ui/src/actions/annotation-actions.ts +++ b/cvat-ui/src/actions/annotation-actions.ts @@ -1,4 +1,4 @@ -// Copyright (C) 2021 Intel Corporation +// Copyright (C) 2020-2021 Intel Corporation // // SPDX-License-Identifier: MIT @@ -190,6 +190,10 @@ export enum AnnotationActionTypes { SWITCH_REQUEST_REVIEW_DIALOG = 'SWITCH_REQUEST_REVIEW_DIALOG', SWITCH_SUBMIT_REVIEW_DIALOG = 'SWITCH_SUBMIT_REVIEW_DIALOG', SET_FORCE_EXIT_ANNOTATION_PAGE_FLAG = 'SET_FORCE_EXIT_ANNOTATION_PAGE_FLAG', + UPDATE_PREDICTOR_STATE = 'UPDATE_PREDICTOR_STATE', + GET_PREDICTIONS = 'GET_PREDICTIONS', + GET_PREDICTIONS_FAILED = 'GET_PREDICTIONS_FAILED', + GET_PREDICTIONS_SUCCESS = 'GET_PREDICTIONS_SUCCESS', HIDE_SHOW_CONTEXT_IMAGE = 'HIDE_SHOW_CONTEXT_IMAGE', GET_CONTEXT_IMAGE = 'GET_CONTEXT_IMAGE', } @@ -612,6 +616,87 @@ export function switchPlay(playing: boolean): AnyAction { }; } +export function getPredictionsAsync(): ThunkAction { + return async (dispatch: ActionCreator): Promise => { + const { + annotations: { + states: currentStates, + zLayer: { cur: curZOrder }, + }, + predictor: { enabled, annotatedFrames }, + } = getStore().getState().annotation; + + const { + filters, frame, showAllInterpolationTracks, jobInstance: job, + } = receiveAnnotationsParameters(); + if (!enabled || currentStates.length || annotatedFrames.includes(frame)) return; + + dispatch({ + type: AnnotationActionTypes.GET_PREDICTIONS, + payload: {}, + }); + + let annotations = []; + try { + annotations = await job.predictor.predict(frame); + // current frame could be changed during a request above, need to fetch it from store again + const { number: currentFrame } = getStore().getState().annotation.player.frame; + if (frame !== currentFrame || annotations === null) { + // another request has already been sent or user went to another frame + // we do not need dispatch predictions success action + return; + } + annotations = annotations.map( + (data: any): any => + new cvat.classes.ObjectState({ + shapeType: data.type, + label: job.task.labels.filter((label: any): boolean => label.id === data.label)[0], + points: data.points, + objectType: ObjectType.SHAPE, + frame, + occluded: false, + source: 'auto', + attributes: {}, + zOrder: curZOrder, + }), + ); + + dispatch({ + type: AnnotationActionTypes.GET_PREDICTIONS_SUCCESS, + payload: { frame }, + }); + } catch (error) { + dispatch({ + type: AnnotationActionTypes.GET_PREDICTIONS_FAILED, + payload: { + error, + }, + }); + } + + try { + await job.annotations.put(annotations); + const states = await job.annotations.get(frame, showAllInterpolationTracks, filters); + const history = await job.actions.get(); + + dispatch({ + type: AnnotationActionTypes.CREATE_ANNOTATIONS_SUCCESS, + payload: { + states, + history, + }, + }); + } catch (error) { + dispatch({ + type: AnnotationActionTypes.CREATE_ANNOTATIONS_FAILED, + payload: { + error, + }, + }); + } + }; +} + export function changeFrameAsync(toFrame: number, fillBuffer?: boolean, frameStep?: number): ThunkAction { return async (dispatch: ActionCreator): Promise => { const state: CombinedState = getStore().getState(); @@ -689,6 +774,7 @@ export function changeFrameAsync(toFrame: number, fillBuffer?: boolean, frameSte delay, }, }); + dispatch(getPredictionsAsync()); } catch (error) { if (error !== 'not needed') { dispatch({ @@ -934,9 +1020,11 @@ export function getJobAsync(tid: number, jid: number, initialFrame: number, init loadJobEvent.close(await jobInfoGenerator(job)); + const openTime = Date.now(); dispatch({ type: AnnotationActionTypes.GET_JOB_SUCCESS, payload: { + openTime, job, issues, reviews, @@ -950,10 +1038,38 @@ export function getJobAsync(tid: number, jid: number, initialFrame: number, init maxZ, }, }); + if (job.task.dimension === DimensionType.DIM_3D) { const workspace = Workspace.STANDARD3D; dispatch(changeWorkspace(workspace)); } + + const updatePredictorStatus = async (): Promise => { + // get current job + const currentState: CombinedState = getStore().getState(); + const { openTime: currentOpenTime, instance: currentJob } = currentState.annotation.job; + if (currentJob === null || currentJob.id !== job.id || currentOpenTime !== openTime) { + // the job was closed, changed or reopened + return; + } + + try { + const status = await job.predictor.status(); + dispatch({ + type: AnnotationActionTypes.UPDATE_PREDICTOR_STATE, + payload: status, + }); + setTimeout(updatePredictorStatus, 60 * 1000); + } catch (error) { + dispatch({ + type: AnnotationActionTypes.UPDATE_PREDICTOR_STATE, + payload: { error }, + }); + setTimeout(updatePredictorStatus, 20 * 1000); + } + }; + updatePredictorStatus(); + dispatch(changeFrameAsync(frameNumber, false)); } catch (error) { dispatch({ @@ -1516,6 +1632,14 @@ export function setForceExitAnnotationFlag(forceExit: boolean): AnyAction { }; } +export function switchPredictor(predictorEnabled: boolean): AnyAction { + return { + type: AnnotationActionTypes.UPDATE_PREDICTOR_STATE, + payload: { + enabled: predictorEnabled, + }, + }; +} export function hideShowContextImage(hidden: boolean): AnyAction { return { type: AnnotationActionTypes.HIDE_SHOW_CONTEXT_IMAGE, diff --git a/cvat-ui/src/actions/boundaries-actions.ts b/cvat-ui/src/actions/boundaries-actions.ts index 0e22f609..5da395d8 100644 --- a/cvat-ui/src/actions/boundaries-actions.ts +++ b/cvat-ui/src/actions/boundaries-actions.ts @@ -1,8 +1,10 @@ -// Copyright (C) 2020 Intel Corporation +// Copyright (C) 2020-2021 Intel Corporation // // SPDX-License-Identifier: MIT -import { ActionUnion, createAction, ThunkAction, ThunkDispatch } from 'utils/redux'; +import { + ActionUnion, createAction, ThunkAction, ThunkDispatch, +} from 'utils/redux'; import getCore from 'cvat-core-wrapper'; import { LogType } from 'cvat-logger'; import { computeZRange } from './annotation-actions'; diff --git a/cvat-ui/src/assets/brain.svg b/cvat-ui/src/assets/brain.svg new file mode 100644 index 00000000..4aebe407 --- /dev/null +++ b/cvat-ui/src/assets/brain.svg @@ -0,0 +1,56 @@ + + + + + + + + + + + + diff --git a/cvat-ui/src/components/annotation-page/appearance-block.tsx b/cvat-ui/src/components/annotation-page/appearance-block.tsx index 8ea48cf3..a00a4937 100644 --- a/cvat-ui/src/components/annotation-page/appearance-block.tsx +++ b/cvat-ui/src/components/annotation-page/appearance-block.tsx @@ -1,4 +1,4 @@ -// Copyright (C) 2020 Intel Corporation +// Copyright (C) 2020-2021 Intel Corporation // // SPDX-License-Identifier: MIT @@ -10,6 +10,7 @@ import Radio, { RadioChangeEvent } from 'antd/lib/radio'; import Slider from 'antd/lib/slider'; import Checkbox, { CheckboxChangeEvent } from 'antd/lib/checkbox'; import Collapse from 'antd/lib/collapse'; +import Button from 'antd/lib/button'; import ColorPicker from 'components/annotation-page/standard-workspace/objects-side-bar/color-picker'; import { ColorizeIcon } from 'icons'; @@ -26,7 +27,6 @@ import { changeShowBitmap as changeShowBitmapAction, changeShowProjections as changeShowProjectionsAction, } from 'actions/settings-actions'; -import Button from 'antd/lib/button'; interface StateToProps { appearanceCollapsed: boolean; @@ -152,7 +152,14 @@ function AppearanceBlock(props: Props): JSX.Element { activeKey={appearanceCollapsed ? [] : ['appearance']} className='cvat-objects-appearance-collapse' > - Appearance} key='appearance'> + + Appearance + + )} + key='appearance' + >
Color by span { + > svg { + fill: $inprogress-progress-color; + } + } + } + + &.cvat-predictor-fetching { + > span { + > svg { + animation-duration: 500ms; + animation-name: predictorBlinking; + animation-iteration-count: infinite; + + @keyframes predictorBlinking { + 0% { + fill: $inprogress-progress-color; + } + + 50% { + fill: $completed-progress-color; + } + + 100% { + fill: $inprogress-progress-color; + } + } + } + } + } + + &.cvat-predictor-disabled { + opacity: 0.5; + + &:active { + pointer-events: none; + } + + > span[role='img'] { + transform: scale(0.8) !important; + } + } +} + .cvat-annotation-disabled-header-button { @extend .cvat-annotation-header-button; diff --git a/cvat-ui/src/components/annotation-page/tag-annotation-workspace/tag-annotation-sidebar/shortcuts-select.tsx b/cvat-ui/src/components/annotation-page/tag-annotation-workspace/tag-annotation-sidebar/shortcuts-select.tsx index 1ec42848..1c495a15 100644 --- a/cvat-ui/src/components/annotation-page/tag-annotation-workspace/tag-annotation-sidebar/shortcuts-select.tsx +++ b/cvat-ui/src/components/annotation-page/tag-annotation-workspace/tag-annotation-sidebar/shortcuts-select.tsx @@ -4,12 +4,12 @@ import React, { useState, useEffect } from 'react'; import { useSelector } from 'react-redux'; -import GlobalHotKeys, { KeyMap } from 'utils/mousetrap-react'; import { Row, Col } from 'antd/lib/grid'; import Text from 'antd/lib/typography/Text'; import Select from 'antd/lib/select'; import { CombinedState } from 'reducers/interfaces'; +import GlobalHotKeys, { KeyMap } from 'utils/mousetrap-react'; import { shift } from 'utils/math'; interface ShortcutLabelMap { diff --git a/cvat-ui/src/components/annotation-page/tag-annotation-workspace/tag-annotation-sidebar/tag-annotation-sidebar.tsx b/cvat-ui/src/components/annotation-page/tag-annotation-workspace/tag-annotation-sidebar/tag-annotation-sidebar.tsx index f54b405e..7b5e4456 100644 --- a/cvat-ui/src/components/annotation-page/tag-annotation-workspace/tag-annotation-sidebar/tag-annotation-sidebar.tsx +++ b/cvat-ui/src/components/annotation-page/tag-annotation-workspace/tag-annotation-sidebar/tag-annotation-sidebar.tsx @@ -20,11 +20,11 @@ import { changeFrameAsync, rememberObject, } from 'actions/annotation-actions'; -import GlobalHotKeys, { KeyMap } from 'utils/mousetrap-react'; import { Canvas } from 'cvat-canvas-wrapper'; import { CombinedState, ObjectType } from 'reducers/interfaces'; import LabelSelector from 'components/label-selector/label-selector'; import getCore from 'cvat-core-wrapper'; +import GlobalHotKeys, { KeyMap } from 'utils/mousetrap-react'; import ShortcutsSelect from './shortcuts-select'; const cvat = getCore(); diff --git a/cvat-ui/src/components/annotation-page/top-bar/left-group.tsx b/cvat-ui/src/components/annotation-page/top-bar/left-group.tsx index 49d9e1ff..dbbad65f 100644 --- a/cvat-ui/src/components/annotation-page/top-bar/left-group.tsx +++ b/cvat-ui/src/components/annotation-page/top-bar/left-group.tsx @@ -1,4 +1,4 @@ -// Copyright (C) 2020 Intel Corporation +// Copyright (C) 2020-2021 Intel Corporation // // SPDX-License-Identifier: MIT @@ -11,7 +11,9 @@ import Timeline from 'antd/lib/timeline'; import Dropdown from 'antd/lib/dropdown'; import AnnotationMenuContainer from 'containers/annotation-page/top-bar/annotation-menu'; -import { MainMenuIcon, SaveIcon, UndoIcon, RedoIcon } from 'icons'; +import { + MainMenuIcon, SaveIcon, UndoIcon, RedoIcon, +} from 'icons'; interface Props { saving: boolean; diff --git a/cvat-ui/src/components/annotation-page/top-bar/right-group.tsx b/cvat-ui/src/components/annotation-page/top-bar/right-group.tsx index 9d863f8c..b91e575f 100644 --- a/cvat-ui/src/components/annotation-page/top-bar/right-group.tsx +++ b/cvat-ui/src/components/annotation-page/top-bar/right-group.tsx @@ -7,28 +7,141 @@ import { Col } from 'antd/lib/grid'; import Icon from '@ant-design/icons'; import Select from 'antd/lib/select'; import Button from 'antd/lib/button'; +import Text from 'antd/lib/typography/Text'; +import Tooltip from 'antd/lib/tooltip'; +import Moment from 'react-moment'; + +import moment from 'moment'; import { useSelector } from 'react-redux'; -import { FilterIcon, FullscreenIcon, InfoIcon } from 'icons'; -import { CombinedState, DimensionType, Workspace } from 'reducers/interfaces'; +import { + FilterIcon, FullscreenIcon, InfoIcon, BrainIcon, +} from 'icons'; +import { + CombinedState, DimensionType, Workspace, PredictorState, +} from 'reducers/interfaces'; interface Props { workspace: Workspace; + predictor: PredictorState; + isTrainingActive: boolean; + showStatistics(): void; + + switchPredictor(predictorEnabled: boolean): void; + showFilters(): void; changeWorkspace(workspace: Workspace): void; + jobInstance: any; } function RightGroup(props: Props): JSX.Element { const { - showFilters, showStatistics, changeWorkspace, workspace, jobInstance, + showStatistics, + changeWorkspace, + switchPredictor, + workspace, + predictor, + jobInstance, + isTrainingActive, + showFilters, } = props; + predictor.annotationAmount = predictor.annotationAmount ? predictor.annotationAmount : 0; + predictor.mediaAmount = predictor.mediaAmount ? predictor.mediaAmount : 0; + const formattedScore = `${(predictor.projectScore * 100).toFixed(0)}%`; + const predictorTooltip = ( +
+ Adaptive auto annotation is + {predictor.enabled ? ( + + {' active'} + + ) : ( + + {' inactive'} + + )} +
+ + Annotations amount: + {predictor.annotationAmount} + +
+ + Media amount: + {predictor.mediaAmount} + +
+ {predictor.annotationAmount > 0 ? ( + + Model mAP is + {' '} + {formattedScore} +
+ + ) : null} + {predictor.error ? ( + + {predictor.error.toString()} +
+ + ) : null} + {predictor.message ? ( + + Status: + {' '} + {predictor.message} +
+ + ) : null} + {predictor.timeRemaining > 0 ? ( + + Time Remaining: + {' '} + +
+ + ) : null} + {predictor.progress > 0 ? ( + + Progress: + {predictor.progress.toFixed(1)} + {' '} + % + + ) : null} +
+ ); + + let predictorClassName = 'cvat-annotation-header-button cvat-predictor-button'; + if (!!predictor.error || !predictor.projectScore) { + predictorClassName += ' cvat-predictor-disabled'; + } else if (predictor.enabled) { + if (predictor.fetching) { + predictorClassName += ' cvat-predictor-fetching'; + } + predictorClassName += ' cvat-predictor-inprogress'; + } const filters = useSelector((state: CombinedState) => state.annotation.annotations.filters); return (
+ {isTrainingActive && ( + + )} + + + + + + + + + + + + ); +} + function AdvanvedConfigurationForm({ formRef }: { formRef: RefObject }): JSX.Element { return (
@@ -69,12 +126,15 @@ export default function CreateProjectContent(): JSX.Element { const [projectLabels, setProjectLabels] = useState([]); const shouldShowNotification = useRef(false); const nameFormRef = useRef(null); + const adaptiveAutoAnnotationFormRef = useRef(null); const advancedFormRef = useRef(null); const dispatch = useDispatch(); const history = useHistory(); const newProjectId = useSelector((state: CombinedState) => state.projects.activities.creates.id); + const { isTrainingActive } = useContext(CreateProjectContext); + useEffect(() => { if (Number.isInteger(newProjectId) && shouldShowNotification.current) { const btn = ; @@ -102,7 +162,16 @@ export default function CreateProjectContent(): JSX.Element { if (nameFormRef.current && advancedFormRef.current) { const basicValues = await nameFormRef.current.validateFields(); const advancedValues = await advancedFormRef.current.validateFields(); + const adaptiveAutoAnnotationValues = await adaptiveAutoAnnotationFormRef.current?.validateFields(); projectData.name = basicValues.name; + projectData.training_project = null; + if (adaptiveAutoAnnotationValues) { + projectData.training_project = {}; + for (const [field, value] of Object.entries(adaptiveAutoAnnotationValues)) { + projectData.training_project[field] = value; + } + } + for (const [field, value] of Object.entries(advancedValues)) { projectData[field] = value; } @@ -120,6 +189,11 @@ export default function CreateProjectContent(): JSX.Element { + {isTrainingActive.value && ( + + + + )} Labels: - - Create a new project - - - + + + + Create a new project + + + + ); } + +interface StateToProps { + isTrainingActive: boolean; +} + +function mapStateToProps(state: CombinedState): StateToProps { + return { + isTrainingActive: state.plugins.list.PREDICT, + }; +} + +export default connect(mapStateToProps)(CreateProjectPageComponent); diff --git a/cvat-ui/src/components/create-project-page/create-project.context.ts b/cvat-ui/src/components/create-project-page/create-project.context.ts new file mode 100644 index 00000000..d283658a --- /dev/null +++ b/cvat-ui/src/components/create-project-page/create-project.context.ts @@ -0,0 +1,31 @@ +// Copyright (C) 2020-2021 Intel Corporation +// +// SPDX-License-Identifier: MIT +import { createContext, Dispatch, SetStateAction } from 'react'; + +export interface IState { + value: T; + set?: Dispatch>; +} + +export function getDefaultState(v: T): IState { + return { + value: v, + // eslint-disable-next-line @typescript-eslint/no-unused-vars + set: (value: SetStateAction): void => {}, + }; +} + +export interface ICreateProjectContext { + projectClass: IState; + trainingEnabled: IState; + isTrainingActive: IState; +} + +export const defaultState: ICreateProjectContext = { + projectClass: getDefaultState(''), + trainingEnabled: getDefaultState(false), + isTrainingActive: getDefaultState(false), +}; + +export default createContext(defaultState); diff --git a/cvat-ui/src/containers/annotation-page/canvas/canvas-context-menu.tsx b/cvat-ui/src/containers/annotation-page/canvas/canvas-context-menu.tsx index b25b297c..b46020e1 100644 --- a/cvat-ui/src/containers/annotation-page/canvas/canvas-context-menu.tsx +++ b/cvat-ui/src/containers/annotation-page/canvas/canvas-context-menu.tsx @@ -1,4 +1,4 @@ -// Copyright (C) 2020 Intel Corporation +// Copyright (C) 2020-2021 Intel Corporation // // SPDX-License-Identifier: MIT diff --git a/cvat-ui/src/containers/annotation-page/canvas/canvas-wrapper.tsx b/cvat-ui/src/containers/annotation-page/canvas/canvas-wrapper.tsx index 4581c436..70e94de3 100644 --- a/cvat-ui/src/containers/annotation-page/canvas/canvas-wrapper.tsx +++ b/cvat-ui/src/containers/annotation-page/canvas/canvas-wrapper.tsx @@ -3,8 +3,8 @@ // SPDX-License-Identifier: MIT import { connect } from 'react-redux'; - import { KeyMap } from 'utils/mousetrap-react'; + import CanvasWrapperComponent from 'components/annotation-page/canvas/canvas-wrapper'; import { confirmCanvasReady, diff --git a/cvat-ui/src/containers/annotation-page/review-workspace/controls-side-bar/controls-side-bar.tsx b/cvat-ui/src/containers/annotation-page/review-workspace/controls-side-bar/controls-side-bar.tsx index 2125213a..44f98442 100644 --- a/cvat-ui/src/containers/annotation-page/review-workspace/controls-side-bar/controls-side-bar.tsx +++ b/cvat-ui/src/containers/annotation-page/review-workspace/controls-side-bar/controls-side-bar.tsx @@ -2,7 +2,6 @@ // // SPDX-License-Identifier: MIT -import { KeyMap } from 'utils/mousetrap-react'; import { connect } from 'react-redux'; import { Canvas } from 'cvat-canvas-wrapper'; @@ -19,6 +18,7 @@ import { } from 'actions/annotation-actions'; import ControlsSideBarComponent from 'components/annotation-page/review-workspace/controls-side-bar/controls-side-bar'; import { ActiveControl, CombinedState, Rotation } from 'reducers/interfaces'; +import { KeyMap } from 'utils/mousetrap-react'; interface StateToProps { canvasInstance: Canvas; diff --git a/cvat-ui/src/containers/annotation-page/standard-workspace/propagate-confirm.tsx b/cvat-ui/src/containers/annotation-page/standard-workspace/propagate-confirm.tsx index 7573855e..891dc305 100644 --- a/cvat-ui/src/containers/annotation-page/standard-workspace/propagate-confirm.tsx +++ b/cvat-ui/src/containers/annotation-page/standard-workspace/propagate-confirm.tsx @@ -1,4 +1,4 @@ -// Copyright (C) 2020 Intel Corporation +// Copyright (C) 2020-2021 Intel Corporation // // SPDX-License-Identifier: MIT @@ -68,7 +68,9 @@ function mapDispatchToProps(dispatch: any): DispatchToProps { type Props = StateToProps & DispatchToProps; class PropagateConfirmContainer extends React.PureComponent { private propagateObject = (): void => { - const { propagateObject, objectState, propagateFrames, frameNumber, stopFrame, jobInstance } = this.props; + const { + propagateObject, objectState, propagateFrames, frameNumber, stopFrame, jobInstance, + } = this.props; const propagateUpToFrame = Math.min(frameNumber + propagateFrames, stopFrame); propagateObject(jobInstance, objectState, frameNumber + 1, propagateUpToFrame); @@ -87,7 +89,9 @@ class PropagateConfirmContainer extends React.PureComponent { }; public render(): JSX.Element { - const { frameNumber, stopFrame, propagateFrames, cancel, objectState } = this.props; + const { + frameNumber, stopFrame, propagateFrames, cancel, objectState, + } = this.props; const propagateUpToFrame = Math.min(frameNumber + propagateFrames, stopFrame); diff --git a/cvat-ui/src/containers/annotation-page/top-bar/top-bar.tsx b/cvat-ui/src/containers/annotation-page/top-bar/top-bar.tsx index ceae69c3..d2fcc380 100644 --- a/cvat-ui/src/containers/annotation-page/top-bar/top-bar.tsx +++ b/cvat-ui/src/containers/annotation-page/top-bar/top-bar.tsx @@ -18,6 +18,8 @@ import { searchAnnotationsAsync, searchEmptyFrameAsync, setForceExitAnnotationFlag as setForceExitAnnotationFlagAction, + switchPredictor as switchPredictorAction, + getPredictionsAsync, showFilters as showFiltersAction, showStatistics as showStatisticsAction, switchPlay, @@ -25,7 +27,9 @@ import { } from 'actions/annotation-actions'; import AnnotationTopBarComponent from 'components/annotation-page/top-bar/top-bar'; import { Canvas } from 'cvat-canvas-wrapper'; -import { CombinedState, FrameSpeed, Workspace } from 'reducers/interfaces'; +import { + CombinedState, FrameSpeed, Workspace, PredictorState, +} from 'reducers/interfaces'; import GlobalHotKeys, { KeyMap } from 'utils/mousetrap-react'; interface StateToProps { @@ -48,6 +52,8 @@ interface StateToProps { normalizedKeyMap: Record; canvasInstance: Canvas; forceExit: boolean; + predictor: PredictorState; + isTrainingActive: boolean; } interface DispatchToProps { @@ -62,6 +68,7 @@ interface DispatchToProps { searchEmptyFrame(sessionInstance: any, frameFrom: number, frameTo: number): void; setForceExitAnnotationFlag(forceExit: boolean): void; changeWorkspace(workspace: Workspace): void; + switchPredictor(predictorEnabled: boolean): void; } function mapStateToProps(state: CombinedState): StateToProps { @@ -78,12 +85,14 @@ function mapStateToProps(state: CombinedState): StateToProps { job: { instance: jobInstance }, canvas: { ready: canvasIsReady, instance: canvasInstance }, workspace, + predictor, }, settings: { player: { frameSpeed, frameStep }, workspace: { autoSave, autoSaveInterval }, }, shortcuts: { keyMap, normalizedKeyMap }, + plugins: { list }, } = state; return { @@ -106,6 +115,8 @@ function mapStateToProps(state: CombinedState): StateToProps { normalizedKeyMap, canvasInstance, forceExit, + predictor, + isTrainingActive: list.PREDICT, }; } @@ -146,6 +157,12 @@ function mapDispatchToProps(dispatch: any): DispatchToProps { setForceExitAnnotationFlag(forceExit: boolean): void { dispatch(setForceExitAnnotationFlagAction(forceExit)); }, + switchPredictor(predictorEnabled: boolean): void { + dispatch(switchPredictorAction(predictorEnabled)); + if (predictorEnabled) { + dispatch(getPredictionsAsync()); + } + }, }; } @@ -497,11 +514,14 @@ class AnnotationTopBarContainer extends React.PureComponent { redoAction, workspace, canvasIsReady, - searchAnnotations, - changeWorkspace, keyMap, normalizedKeyMap, canvasInstance, + predictor, + searchAnnotations, + changeWorkspace, + switchPredictor, + isTrainingActive, } = this.props; const preventDefault = (event: KeyboardEvent | undefined): void => { @@ -611,6 +631,8 @@ class AnnotationTopBarContainer extends React.PureComponent { onInputChange={this.onChangePlayerInputValue} onURLIconClick={this.onURLIconClick} changeWorkspace={changeWorkspace} + switchPredictor={switchPredictor} + predictor={predictor} workspace={workspace} playing={playing} saving={saving} @@ -636,6 +658,7 @@ class AnnotationTopBarContainer extends React.PureComponent { onUndoClick={this.undo} onRedoClick={this.redo} jobInstance={jobInstance} + isTrainingActive={isTrainingActive} /> ); diff --git a/cvat-ui/src/containers/file-manager/file-manager.tsx b/cvat-ui/src/containers/file-manager/file-manager.tsx index 3db64770..7d08a3bd 100644 --- a/cvat-ui/src/containers/file-manager/file-manager.tsx +++ b/cvat-ui/src/containers/file-manager/file-manager.tsx @@ -1,4 +1,4 @@ -// Copyright (C) 2020 Intel Corporation +// Copyright (C) 2020-2021 Intel Corporation // // SPDX-License-Identifier: MIT @@ -69,7 +69,9 @@ export class FileManagerContainer extends React.PureComponent { } public render(): JSX.Element { - const { treeData, getTreeData, withRemote, onChangeActiveKey } = this.props; + const { + treeData, getTreeData, withRemote, onChangeActiveKey, + } = this.props; return ( !task.instance.jobs.length).length - : 0, + numberOfHiddenTasks: tasks.hideEmpty ? + tasks.current.filter((task: Task): boolean => !task.instance.jobs.length).length : + 0, }; } diff --git a/cvat-ui/src/icons.tsx b/cvat-ui/src/icons.tsx index fc7d8e5e..9c0c1488 100644 --- a/cvat-ui/src/icons.tsx +++ b/cvat-ui/src/icons.tsx @@ -47,6 +47,7 @@ import SVGCubeIcon from './assets/cube-icon.svg'; import SVGResetPerspectiveIcon from './assets/reset-perspective.svg'; import SVGColorizeIcon from './assets/colorize-icon.svg'; import SVGAITools from './assets/ai-tools-icon.svg'; +import SVGBrain from './assets/brain.svg'; import SVGOpenCV from './assets/opencv.svg'; import SVGFilterIcon from './assets/object-filter-icon.svg'; @@ -93,5 +94,6 @@ export const CubeIcon = React.memo((): JSX.Element => ); export const ResetPerspectiveIcon = React.memo((): JSX.Element => ); export const AIToolsIcon = React.memo((): JSX.Element => ); export const ColorizeIcon = React.memo((): JSX.Element => ); +export const BrainIcon = React.memo((): JSX.Element => ); export const OpenCVIcon = React.memo((): JSX.Element => ); export const FilterIcon = React.memo((): JSX.Element => ); diff --git a/cvat-ui/src/reducers/annotation-reducer.ts b/cvat-ui/src/reducers/annotation-reducer.ts index 8314c287..84682fb2 100644 --- a/cvat-ui/src/reducers/annotation-reducer.ts +++ b/cvat-ui/src/reducers/annotation-reducer.ts @@ -1,4 +1,4 @@ -// Copyright (C) 2021 Intel Corporation +// Copyright (C) 2020-2021 Intel Corporation // // SPDX-License-Identifier: MIT @@ -38,6 +38,7 @@ const defaultState: AnnotationState = { activeControl: ActiveControl.CURSOR, }, job: { + openTime: null, labels: [], requestedId: null, instance: null, @@ -108,6 +109,14 @@ const defaultState: AnnotationState = { requestReviewDialogVisible: false, submitReviewDialogVisible: false, tabContentHeight: 0, + predictor: { + enabled: false, + error: null, + message: '', + projectScore: 0, + fetching: false, + annotatedFrames: [], + }, workspace: Workspace.STANDARD, }; @@ -129,6 +138,7 @@ export default (state = defaultState, action: AnyAction): AnnotationState => { const { job, states, + openTime, frameNumber: number, frameFilename: filename, colors, @@ -148,6 +158,7 @@ export default (state = defaultState, action: AnyAction): AnnotationState => { ...state, job: { ...state.job, + openTime, fetching: false, instance: job, labels: job.task.labels, @@ -1093,6 +1104,47 @@ export default (state = defaultState, action: AnyAction): AnnotationState => { workspace, }; } + case AnnotationActionTypes.UPDATE_PREDICTOR_STATE: { + const { payload } = action; + return { + ...state, + predictor: { + ...state.predictor, + ...payload, + }, + }; + } + case AnnotationActionTypes.GET_PREDICTIONS: { + return { + ...state, + predictor: { + ...state.predictor, + fetching: true, + }, + }; + } + case AnnotationActionTypes.GET_PREDICTIONS_SUCCESS: { + const { frame } = action.payload; + const annotatedFrames = [...state.predictor.annotatedFrames, frame]; + + return { + ...state, + predictor: { + ...state.predictor, + fetching: false, + annotatedFrames, + }, + }; + } + case AnnotationActionTypes.GET_PREDICTIONS_FAILED: { + return { + ...state, + predictor: { + ...state.predictor, + fetching: false, + }, + }; + } case AnnotationActionTypes.RESET_CANVAS: { return { ...state, diff --git a/cvat-ui/src/reducers/interfaces.ts b/cvat-ui/src/reducers/interfaces.ts index 45af4585..4defc780 100644 --- a/cvat-ui/src/reducers/interfaces.ts +++ b/cvat-ui/src/reducers/interfaces.ts @@ -111,6 +111,7 @@ export enum SupportedPlugins { GIT_INTEGRATION = 'GIT_INTEGRATION', ANALYTICS = 'ANALYTICS', MODELS = 'MODELS', + PREDICT = 'PREDICT', } export type PluginsList = { @@ -301,6 +302,9 @@ export interface NotificationsState { commentingIssue: null | ErrorState; submittingReview: null | ErrorState; }; + predictor: { + prediction: null | ErrorState; + }; }; messages: { tasks: { @@ -367,6 +371,18 @@ export enum Rotation { CLOCKWISE90, } +export interface PredictorState { + timeRemaining: number; + progress: number; + projectScore: number; + message: string; + error: Error | null; + enabled: boolean; + fetching: boolean; + annotationAmount: number; + mediaAmount: number; +} + export interface AnnotationState { activities: { loads: { @@ -388,6 +404,7 @@ export interface AnnotationState { activeControl: ActiveControl; }; job: { + openTime: null | number; labels: any[]; requestedId: number | null; instance: any | null | undefined; @@ -462,6 +479,7 @@ export interface AnnotationState { appearanceCollapsed: boolean; tabContentHeight: number; workspace: Workspace; + predictor: PredictorState; aiToolsRef: MutableRefObject; } diff --git a/cvat-ui/src/reducers/notifications-reducer.ts b/cvat-ui/src/reducers/notifications-reducer.ts index 4df4f446..bc56f3ff 100644 --- a/cvat-ui/src/reducers/notifications-reducer.ts +++ b/cvat-ui/src/reducers/notifications-reducer.ts @@ -102,6 +102,9 @@ const defaultState: NotificationsState = { resolvingIssue: null, submittingReview: null, }, + predictor: { + prediction: null, + }, }, messages: { tasks: { @@ -1104,6 +1107,21 @@ export default function (state = defaultState, action: AnyAction): Notifications }, }; } + case AnnotationActionTypes.GET_PREDICTIONS_FAILED: { + return { + ...state, + errors: { + ...state.errors, + predictor: { + ...state.errors.predictor, + prediction: { + message: 'Could not fetch prediction data', + reason: action.payload.error, + }, + }, + }, + }; + } case BoundariesActionTypes.RESET_AFTER_ERROR: case AuthActionTypes.LOGOUT_SUCCESS: { return { ...defaultState }; diff --git a/cvat-ui/src/reducers/plugins-reducer.ts b/cvat-ui/src/reducers/plugins-reducer.ts index 85e6093c..ad424238 100644 --- a/cvat-ui/src/reducers/plugins-reducer.ts +++ b/cvat-ui/src/reducers/plugins-reducer.ts @@ -1,4 +1,4 @@ -// Copyright (C) 2020 Intel Corporation +// Copyright (C) 2020-2021 Intel Corporation // // SPDX-License-Identifier: MIT @@ -13,6 +13,7 @@ const defaultState: PluginsState = { GIT_INTEGRATION: false, ANALYTICS: false, MODELS: false, + PREDICT: false, }, }; diff --git a/cvat/apps/engine/migrations/0039_auto_training.py b/cvat/apps/engine/migrations/0039_auto_training.py new file mode 100644 index 00000000..a9f22ea7 --- /dev/null +++ b/cvat/apps/engine/migrations/0039_auto_training.py @@ -0,0 +1,48 @@ +# Generated by Django 3.1.7 on 2021-04-02 13:17 + +from django.db import migrations, models +import django.db.models.deletion + + +class Migration(migrations.Migration): + + dependencies = [ + ('engine', '0038_manifest'), + ] + + operations = [ + migrations.CreateModel( + name='TrainingProject', + fields=[ + ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')), + ('host', models.CharField(max_length=256)), + ('username', models.CharField(max_length=256)), + ('password', models.CharField(max_length=256)), + ('training_id', models.CharField(max_length=64)), + ('enabled', models.BooleanField(null=True)), + ('project_class', models.CharField(blank=True, choices=[('OD', 'Object Detection')], max_length=2, null=True)), + ], + ), + migrations.CreateModel( + name='TrainingProjectLabel', + fields=[ + ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')), + ('training_label_id', models.CharField(max_length=64)), + ('cvat_label', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, related_name='training_project_label', to='engine.label')), + ], + ), + migrations.CreateModel( + name='TrainingProjectImage', + fields=[ + ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')), + ('idx', models.PositiveIntegerField()), + ('training_image_id', models.CharField(max_length=64)), + ('task', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to='engine.task')), + ], + ), + migrations.AddField( + model_name='project', + name='training_project', + field=models.ForeignKey(blank=True, null=True, on_delete=django.db.models.deletion.SET_NULL, to='engine.trainingproject'), + ), + ] diff --git a/cvat/apps/engine/models.py b/cvat/apps/engine/models.py index d9fcda77..bcc46738 100644 --- a/cvat/apps/engine/models.py +++ b/cvat/apps/engine/models.py @@ -2,15 +2,16 @@ # # SPDX-License-Identifier: MIT -from enum import Enum -import re import os +import re +from enum import Enum -from django.db import models from django.conf import settings - from django.contrib.auth.models import User from django.core.files.storage import FileSystemStorage +from django.db import models +from django.utils.translation import gettext_lazy as _ + class SafeCharField(models.CharField): def get_prep_value(self, value): @@ -19,6 +20,7 @@ class SafeCharField(models.CharField): return value[:self.max_length] return value + class DimensionType(str, Enum): DIM_3D = '3d' DIM_2D = '2d' @@ -152,6 +154,7 @@ class Video(models.Model): class Meta: default_permissions = () + class Image(models.Model): data = models.ForeignKey(Data, on_delete=models.CASCADE, related_name="images", null=True) path = models.CharField(max_length=1024, default='') @@ -162,17 +165,32 @@ class Image(models.Model): class Meta: default_permissions = () + +class TrainingProject(models.Model): + class ProjectClass(models.TextChoices): + DETECTION = 'OD', _('Object Detection') + + host = models.CharField(max_length=256) + username = models.CharField(max_length=256) + password = models.CharField(max_length=256) + training_id = models.CharField(max_length=64) + enabled = models.BooleanField(null=True) + project_class = models.CharField(max_length=2, choices=ProjectClass.choices, null=True, blank=True) + + class Project(models.Model): + name = SafeCharField(max_length=256) owner = models.ForeignKey(User, null=True, blank=True, - on_delete=models.SET_NULL, related_name="+") - assignee = models.ForeignKey(User, null=True, blank=True, - on_delete=models.SET_NULL, related_name="+") + on_delete=models.SET_NULL, related_name="+") + assignee = models.ForeignKey(User, null=True, blank=True, + on_delete=models.SET_NULL, related_name="+") bug_tracker = models.CharField(max_length=2000, blank=True, default="") created_date = models.DateTimeField(auto_now_add=True) updated_date = models.DateTimeField(auto_now_add=True) status = models.CharField(max_length=32, choices=StatusChoice.choices(), - default=StatusChoice.ANNOTATION) + default=StatusChoice.ANNOTATION) + training_project = models.ForeignKey(TrainingProject, null=True, blank=True, on_delete=models.SET_NULL) def get_project_dirname(self): return os.path.join(settings.PROJECTS_ROOT, str(self.id)) @@ -210,7 +228,7 @@ class Task(models.Model): # Zero means that there are no limits (default) segment_size = models.PositiveIntegerField(default=0) status = models.CharField(max_length=32, choices=StatusChoice.choices(), - default=StatusChoice.ANNOTATION) + default=StatusChoice.ANNOTATION) data = models.ForeignKey(Data, on_delete=models.CASCADE, null=True, related_name="tasks") dimension = models.CharField(max_length=2, choices=DimensionType.choices(), default=DimensionType.DIM_2D) subset = models.CharField(max_length=64, blank=True, default="") @@ -237,6 +255,13 @@ class Task(models.Model): def __str__(self): return self.name + +class TrainingProjectImage(models.Model): + task = models.ForeignKey(Task, on_delete=models.CASCADE) + idx = models.PositiveIntegerField() + training_image_id = models.CharField(max_length=64) + + # Redefined a couple of operation for FileSystemStorage to avoid renaming # or other side effects. class MyFileSystemStorage(FileSystemStorage): @@ -319,6 +344,12 @@ class Label(models.Model): default_permissions = () unique_together = ('task', 'name') + +class TrainingProjectLabel(models.Model): + cvat_label = models.ForeignKey(Label, on_delete=models.CASCADE, related_name='training_project_label') + training_label_id = models.CharField(max_length=64) + + class AttributeType(str, Enum): CHECKBOX = 'checkbox' RADIO = 'radio' diff --git a/cvat/apps/engine/serializers.py b/cvat/apps/engine/serializers.py index f4c7b66a..dfbe4fa6 100644 --- a/cvat/apps/engine/serializers.py +++ b/cvat/apps/engine/serializers.py @@ -9,9 +9,11 @@ import shutil from rest_framework import serializers, exceptions from django.contrib.auth.models import User, Group + +from cvat.apps.dataset_manager.formats.utils import get_label_color from cvat.apps.engine import models from cvat.apps.engine.log import slogger -from cvat.apps.dataset_manager.formats.utils import get_label_color + class BasicUserSerializer(serializers.ModelSerializer): def validate(self, data): @@ -415,6 +417,7 @@ class TaskSerializer(WriteOnceMixin, serializers.ModelSerializer): raise serializers.ValidationError('All label names must be unique for the task') return value + class ProjectSearchSerializer(serializers.ModelSerializer): class Meta: model = models.Project @@ -423,17 +426,25 @@ class ProjectSearchSerializer(serializers.ModelSerializer): ordering = ['-id'] +class TrainingProjectSerializer(serializers.ModelSerializer): + class Meta: + model = models.TrainingProject + fields = ('host', 'username', 'password', 'enabled', 'project_class') + write_once_fields = ('host', 'username', 'password', 'project_class') + + class ProjectWithoutTaskSerializer(serializers.ModelSerializer): labels = LabelSerializer(many=True, source='label_set', partial=True, default=[]) owner = BasicUserSerializer(required=False) owner_id = serializers.IntegerField(write_only=True, allow_null=True, required=False) assignee = BasicUserSerializer(allow_null=True, required=False) assignee_id = serializers.IntegerField(write_only=True, allow_null=True, required=False) + training_project = TrainingProjectSerializer(required=False, allow_null=True) class Meta: model = models.Project - fields = ('url', 'id', 'name', 'labels', 'owner', 'assignee', 'owner_id', 'assignee_id', - 'bug_tracker', 'created_date', 'updated_date', 'status') + fields = ('url', 'id', 'name', 'labels', 'tasks', 'owner', 'assignee', 'owner_id', 'assignee_id', + 'bug_tracker', 'created_date', 'updated_date', 'status', 'training_project') read_only_fields = ('created_date', 'updated_date', 'status', 'owner', 'asignee') ordering = ['-id'] @@ -456,7 +467,17 @@ class ProjectSerializer(ProjectWithoutTaskSerializer): # pylint: disable=no-self-use def create(self, validated_data): labels = validated_data.pop('label_set') - db_project = models.Project.objects.create(**validated_data) + training_data = validated_data.pop('training_project', {}) + if training_data.get('enabled'): + host = training_data.pop('host').strip('/') + username = training_data.pop('username').strip() + password = training_data.pop('password').strip() + tr_p = models.TrainingProject.objects.create(**training_data, + host=host, username=username, password=password) + db_project = models.Project.objects.create(**validated_data, + training_project=tr_p) + else: + db_project = models.Project.objects.create(**validated_data) label_names = list() for label in labels: attributes = label.pop('attributespec_set') @@ -472,7 +493,6 @@ class ProjectSerializer(ProjectWithoutTaskSerializer): shutil.rmtree(project_path) os.makedirs(db_project.get_project_logs_dirname()) - db_project.save() return db_project # pylint: disable=no-self-use @@ -530,6 +550,7 @@ class PluginsSerializer(serializers.Serializer): GIT_INTEGRATION = serializers.BooleanField() ANALYTICS = serializers.BooleanField() MODELS = serializers.BooleanField() + PREDICT = serializers.BooleanField() class DataMetaSerializer(serializers.ModelSerializer): frames = FrameMetaSerializer(many=True, allow_null=True) diff --git a/cvat/apps/engine/urls.py b/cvat/apps/engine/urls.py index da0c1f2e..abc91108 100644 --- a/cvat/apps/engine/urls.py +++ b/cvat/apps/engine/urls.py @@ -13,6 +13,7 @@ from django.views.generic import RedirectView from django.conf import settings from cvat.apps.restrictions.views import RestrictionsViewSet from cvat.apps.authentication.decorators import login_required +from cvat.apps.training.views import PredictView schema_view = get_schema_view( openapi.Info( @@ -53,6 +54,7 @@ router.register('reviews', views.ReviewViewSet) router.register('issues', views.IssueViewSet) router.register('comments', views.CommentViewSet) router.register('restrictions', RestrictionsViewSet, basename='restrictions') +router.register('predict', PredictView, basename='predict') urlpatterns = [ # Entry point for a client diff --git a/cvat/apps/engine/views.py b/cvat/apps/engine/views.py index d15136b6..89751952 100644 --- a/cvat/apps/engine/views.py +++ b/cvat/apps/engine/views.py @@ -2,23 +2,23 @@ # # SPDX-License-Identifier: MIT +import io import os import os.path as osp -import io import shutil import traceback from datetime import datetime from distutils.util import strtobool from tempfile import mkstemp -import cv2 +import cv2 import django_rq -from django.shortcuts import get_object_or_404 from django.apps import apps from django.conf import settings from django.contrib.auth.models import User from django.db import IntegrityError from django.http import HttpResponse +from django.shortcuts import get_object_or_404 from django.utils import timezone from django.utils.decorators import method_decorator from django_filters import rest_framework as filters @@ -35,7 +35,7 @@ from rest_framework.response import Response from sendfile import sendfile import cvat.apps.dataset_manager as dm -import cvat.apps.dataset_manager.views # pylint: disable=unused-import +import cvat.apps.dataset_manager.views # pylint: disable=unused-import from cvat.apps.authentication import auth from cvat.apps.dataset_manager.bindings import CvatImportError from cvat.apps.dataset_manager.serializers import DatasetFormatsSerializer @@ -53,7 +53,6 @@ from cvat.apps.engine.serializers import ( CombinedReviewSerializer, IssueSerializer, CombinedIssueSerializer, CommentSerializer ) from cvat.apps.engine.utils import av_scan_paths - from . import models, task from .log import clogger, slogger @@ -188,6 +187,7 @@ class ServerViewSet(viewsets.ViewSet): 'GIT_INTEGRATION': apps.is_installed('cvat.apps.dataset_repo'), 'ANALYTICS': False, 'MODELS': False, + 'PREDICT': apps.is_installed('cvat.apps.training') } if strtobool(os.environ.get("CVAT_ANALYTICS", '0')): response['ANALYTICS'] = True @@ -290,6 +290,7 @@ class ProjectViewSet(auth.ProjectGetQuerySetMixin, viewsets.ModelViewSet): context={"request": request}) return Response(serializer.data) + class TaskFilter(filters.FilterSet): project = filters.CharFilter(field_name="project__name", lookup_expr="icontains") name = filters.CharFilter(field_name="name", lookup_expr="icontains") @@ -1109,3 +1110,5 @@ def _export_annotations(db_task, rq_id, request, format_name, action, callback, meta={ 'request_time': timezone.localtime() }, result_ttl=ttl, failure_ttl=ttl) return Response(status=status.HTTP_202_ACCEPTED) + + diff --git a/cvat/apps/training/__init__.py b/cvat/apps/training/__init__.py new file mode 100644 index 00000000..2bb1b0c8 --- /dev/null +++ b/cvat/apps/training/__init__.py @@ -0,0 +1 @@ +default_app_config = 'cvat.apps.training.apps.TrainingConfig' diff --git a/cvat/apps/training/apis.py b/cvat/apps/training/apis.py new file mode 100644 index 00000000..d280f34a --- /dev/null +++ b/cvat/apps/training/apis.py @@ -0,0 +1,362 @@ +import uuid +from abc import ABC, abstractmethod +from collections import OrderedDict +from functools import wraps +from typing import Callable, List, Union + +import requests + +from cacheops import cache, CacheMiss + +from cvat.apps.engine.models import TrainingProject, ShapeType + + +class TrainingServerAPIAbs(ABC): + + def __init__(self, host, username, password): + self.host = host + self.username = username + self.password = password + + @abstractmethod + def get_server_status(self): + pass + + @abstractmethod + def create_project(self, name: str, description: str = '', project_class: TrainingProject.ProjectClass = None, + labels: List[dict] = None): + pass + + @abstractmethod + def upload_annotations(self, project_id: str, frames_data: List[dict]): + pass + + @abstractmethod + def get_project_status(self, project_id: str) -> dict: + pass + + @abstractmethod + def get_annotation(self, project_id: str, image_id: str, width: int, height: int, frame: int, + labels_mapping: dict) -> dict: + pass + + +def retry(amount: int = 2) -> Callable: + def dec(func: Callable) -> Callable: + @wraps(func) + def wrapper(*args, **kwargs): + __amount = amount + while __amount > 0: + __amount -= 1 + try: + result = func(*args, **kwargs) + return result + except Exception: + pass + + return wrapper + + return dec + + +class TrainingServerAPI(TrainingServerAPIAbs): + TRAINING_CLASS = { + TrainingProject.ProjectClass.DETECTION: "DETECTION" + } + + @staticmethod + def __convert_annotation_from_cvat(shapes): + data = [] + for shape in shapes: + x0, y0, x1, y1 = shape['points'] + x = x0 / shape['width'] + y = y0 / shape['height'] + width = (x1 - x0) / shape['width'] + height = (y1 - y0) / shape['height'] + data.append({ + "id": str(uuid.uuid4()), + "shapes": [ + { + "type": "rect", + "geometry": { + "x": x, + "y": y, + "width": width, + "height": height, + "points": None, + } + } + ], + "editor": None, + "labels": [ + { + "id": shape['third_party_label_id'], + "probability": 1.0, + }, + ], + }) + return data + + @staticmethod + def __convert_annotation_to_cvat(annotation: dict, image_width: int, image_height: int, frame: int, + labels_mapping: dict) -> List[OrderedDict]: + shapes = [] + for i, annotation in enumerate(annotation.get('data', [])): + label_id = annotation['labels'][0]['id'] + if not labels_mapping.get(label_id): + continue + shape = annotation['shapes'][0] + if shape['type'] != 'rect': + continue + x = shape['geometry']['x'] + y = shape['geometry']['y'] + w = shape['geometry']['width'] + h = shape['geometry']['height'] + x0 = x * image_width + y0 = y * image_height + x1 = image_width * w + x0 + y1 = image_height * h + y0 + shapes.append(OrderedDict([ + ('type', ShapeType.RECTANGLE), + ('occluded', False), + ('z_order', 0), + ('points', [x0, y0, x1, y1]), + ('id', i), + ('frame', int(frame)), + ('label', labels_mapping.get(label_id)), + ('group', 0), + ('source', 'auto'), + ('attributes', {}) + ])) + return shapes + + @retry() + def __create_project(self, name: str, description: str = None, + labels: List[dict] = None, tasks: List[dict] = None) -> dict: + url = f'{self.host}/v2/projects' + headers = { + 'Context-Type': 'application/json', + 'Authorization': f'bearer_token {self.token}', + } + tasks[1]['properties'] = [ + { + "id": "labels", + "user_value": labels + } + ] + data = { + 'name': name, + 'description': description, + "dimensions": [], + "group_type": "normal", + 'pipeline': { + 'connections': [{ + 'from': { + **tasks[0]['output_ports'][0], + 'task_id': tasks[0]['temp_id'], + }, + 'to': { + **tasks[1]['input_ports'][0], + 'task_id': tasks[1]['temp_id'], + } + }], + 'tasks': tasks, + }, + "pipeline_representation": 'Detection', + "type": "project", + } + response = self.request(method='POST', url=url, json=data, headers=headers) + return response + + @retry() + def __get_annotation(self, project_id: str, image_id: str) -> dict: + url = f'{self.host}/v2/projects/{project_id}/media/images/{image_id}/results/online' + headers = { + 'Authorization': f'bearer_token {self.token}', + } + response = self.request(method='GET', url=url, headers=headers) + return response + + @retry() + def __get_job_status(self, project_id: str) -> dict: + url = f'{self.host}/v2/projects/{project_id}/jobs' + headers = { + 'Authorization': f'bearer_token {self.token}', + } + response = self.request(method='GET', url=url, headers=headers) + return response + + @retry() + def __get_project_summary(self, project_id: str) -> dict: + url = f'{self.host}/v2/projects/{project_id}/statistics/summary' + headers = { + 'Authorization': f'bearer_token {self.token}', + } + response = self.request(method='GET', url=url, headers=headers) + return response + + @retry() + def __get_project(self, project_id: str) -> dict: + url = f'{self.host}/v2/projects/{project_id}' + headers = { + 'Authorization': f'bearer_token {self.token}', + } + response = self.request(method='GET', url=url, headers=headers) + return response + + @retry() + def __get_server_status(self) -> dict: + url = f'{self.host}/v2/status' + headers = { + 'Authorization': f'bearer_token {self.token}', + } + response = self.request(method='GET', url=url, headers=headers) + return response + + @retry() + def __get_tasks(self) -> List[dict]: + url = f'{self.host}/v2/tasks' + headers = { + 'Authorization': f'bearer_token {self.token}', + } + response = self.request(method='GET', url=url, headers=headers) + return response + + def __delete_token(self): + cache.delete(self.token_key) + + @retry() + def __upload_annotation(self, project_id: str, image_id: str, annotation: List[dict]): + url = f'{self.host}/v2/projects/{project_id}/media/images/{image_id}/annotations' + headers = { + 'Authorization': f'bearer_token {self.token}', + 'Content-Type': 'application/json' + } + data = { + 'image_id': image_id, + 'data': annotation + } + response = self.request(method='POST', url=url, headers=headers, json=data) + return response + + @retry() + def __upload_image(self, project_id: str, buffer) -> dict: + url = f'{self.host}/v2/projects/{project_id}/media/images' + files = {'file': buffer} + headers = { + 'Authorization': f'bearer_token {self.token}', + } + response = self.request(method='POST', url=url, headers=headers, files=files) + return response + + @property + def project_id_key(self): + return f'{self.host}_{self.username}_project_id' + + @property + def token(self) -> str: + def get_token(host: str, username: str, password: str) -> dict: + url = f'{host}/v2/authentication' + data = { + 'username': (None, username), + 'password': (None, password), + } + r = requests.post(url=url, files=data, verify=False) # nosec + return r.json() + + try: + token = cache.get(self.token_key) + except CacheMiss: + response = get_token(self.host, self.username, self.password) + token = response.get('secure_token', '') + expires_in = response.get('expires_in', 3600) + cache.set(cache_key=self.token_key, data=token, timeout=expires_in) + return token + + @property + def token_key(self): + return f'{self.host}_{self.username}_token' + + def request(self, method: str, url: str, **kwargs) -> Union[list, dict, str]: + response = requests.request(method=method, url=url, verify=False, **kwargs) + if response.status_code == 401: + self.__delete_token() + raise Exception("401") + result = response.json() + return result + + def create_project(self, name: str, description: str = '', project_class: TrainingProject.ProjectClass = None, + labels: List[dict] = None) -> dict: + all_tasks = self.__get_tasks() + task_type = self.TRAINING_CLASS.get(project_class) + task_algo = 'Retinanet - TF2' + tasks = [ + next(({'temp_id': '_1_', **task} + for task in all_tasks + if task['task_type'] == 'DATASET'), {}), + next(({'temp_id': '_2_', **task} + for task in all_tasks + if task['task_type'] == task_type and + task['algorithm_name'] == task_algo), {}), + ] + labels = [{ + 'name': label['name'], + 'temp_id': label['name'] + } for label in labels] + r = self.__create_project(name=name, description=description, tasks=tasks, labels=labels) + return r + + def get_server_status(self) -> dict: + return self.__get_server_status() + + def upload_annotations(self, project_id: str, frames_data: List[dict]): + for frame in frames_data: + annotation = self.__convert_annotation_from_cvat(frame['shapes']) + self.__upload_annotation(project_id=project_id, image_id=frame['third_party_id'], annotation=annotation) + + def upload_image(self, training_id: str, buffer): + response = self.__upload_image(project_id=training_id, buffer=buffer) + return response.get('id') + + def get_project_status(self, project_id) -> dict: + summary = self.__get_project_summary(project_id=project_id) + if not summary or not isinstance(summary, list): + return {'message': 'Not available'} + jobs = self.__get_job_status(project_id=project_id) + media_amount = next(item.get('value', 0) for item in summary if item.get('key') == 'Media') + annotation_amount = next(item.get('value', 0) for item in summary if item.get('key') == 'Annotation') + score = next(item.get('value', 0) for item in summary if item.get('key') == 'Score') + job_items = jobs.get('items', 0) + if len(job_items) == 0 and score == 0: + message = 'Not started' + elif len(job_items) == 0 and score > 0: + message = '' + else: + message = 'In progress' + progress = 0 if len(job_items) == 0 else job_items[0]["status"]["progress"] + time_remaining = 0 if len(job_items) == 0 else job_items[0]["status"]['time_remaining'] + result = { + 'media_amount': media_amount if media_amount else 0, + 'annotation_amount': annotation_amount, + 'score': score, + 'message': message, + 'progress': progress, + 'time_remaining': time_remaining, + } + return result + + def get_annotation(self, project_id: str, image_id: str, width: int, height: int, frame: int, + labels_mapping: dict) -> List[OrderedDict]: + annotation = self.__get_annotation(project_id=project_id, image_id=image_id) + cvat_annotation = self.__convert_annotation_to_cvat(annotation=annotation, image_width=width, + image_height=height, frame=frame, + labels_mapping=labels_mapping) + return cvat_annotation + + def get_labels(self, project_id: str) -> List[dict]: + project = self.__get_project(project_id=project_id) + labels = [{ + 'id': label['id'], + 'name': label['name'] + } for label in project.get('labels')] + return labels diff --git a/cvat/apps/training/apps.py b/cvat/apps/training/apps.py new file mode 100644 index 00000000..a9ea6f33 --- /dev/null +++ b/cvat/apps/training/apps.py @@ -0,0 +1,11 @@ +from django.apps import AppConfig + + +class TrainingConfig(AppConfig): + name = 'cvat.apps.training' + + def ready(self): + # Required to define signals in application + import cvat.apps.training.signals + # Required in order to silent "unused-import" in pyflake + assert cvat.apps.training.signals diff --git a/cvat/apps/training/jobs.py b/cvat/apps/training/jobs.py new file mode 100644 index 00000000..3cb50fb5 --- /dev/null +++ b/cvat/apps/training/jobs.py @@ -0,0 +1,186 @@ +from collections import OrderedDict +from typing import List + +from cacheops import cache +from django_rq import job + +from cvat.apps import dataset_manager as dm +from cvat.apps.engine.frame_provider import FrameProvider +from cvat.apps.engine.models import ( + Project, + Task, + TrainingProjectImage, + Label, + Image, + TrainingProjectLabel, + Data, + Job, + ShapeType, +) +from cvat.apps.training.apis import TrainingServerAPI + + +@job +def save_prediction_server_status_to_cache_job(cache_key, + cvat_project_id, + timeout=60): + cvat_project = Project.objects.get(pk=cvat_project_id) + api = TrainingServerAPI(host=cvat_project.training_project.host, username=cvat_project.training_project.username, + password=cvat_project.training_project.password) + status = api.get_project_status(project_id=cvat_project.training_project.training_id) + + resp = { + **status, + 'status': 'done' + } + cache.set(cache_key=cache_key, data=resp, timeout=timeout) + + +@job +def save_frame_prediction_to_cache_job(cache_key: str, + task_id: int, + frame: int, + timeout: int = 60): + task = Task.objects.get(pk=task_id) + training_project_image = TrainingProjectImage.objects.filter(idx=frame, task=task).first() + if not training_project_image: + cache.set(cache_key=cache_key, data={ + 'annotation': [], + 'status': 'done' + }, timeout=timeout) + return + + cvat_labels = Label.objects.filter(project__id=task.project_id).all() + training_project = Project.objects.get(pk=task.project_id).training_project + api = TrainingServerAPI(host=training_project.host, + username=training_project.username, + password=training_project.password) + image = Image.objects.get(frame=frame, data=task.data) + labels_mapping = { + TrainingProjectLabel.objects.get(cvat_label=cvat_label).training_label_id: cvat_label.id + for cvat_label in cvat_labels + } + annotation = api.get_annotation(project_id=training_project.training_id, + image_id=training_project_image.training_image_id, + width=image.width, + height=image.height, + labels_mapping=labels_mapping, + frame=frame) + resp = { + 'annotation': annotation, + 'status': 'done' + } + cache.set(cache_key=cache_key, data=resp, timeout=timeout) + + +@job +def upload_images_job(task_id: int): + if TrainingProjectImage.objects.filter(task_id=task_id).count() is 0: + task = Task.objects.get(pk=task_id) + frame_provider = FrameProvider(task.data) + frames = frame_provider.get_frames() + api = TrainingServerAPI( + host=task.project.training_project.host, + username=task.project.training_project.username, + password=task.project.training_project.password, + ) + + for i, (buffer, _) in enumerate(frames): + training_image_id = api.upload_image(training_id=task.project.training_project.training_id, buffer=buffer) + if training_image_id: + TrainingProjectImage.objects.create(task=task, idx=i, + training_image_id=training_image_id) + +def __add_fields_to_shape(shape: dict, frame: int, data: Data, labels_mapping: dict) -> dict: + image = Image.objects.get(frame=frame, data=data) + return { + **shape, + 'height': image.height, + 'width': image.width, + 'third_party_label_id': labels_mapping[shape['label_id']], + } + + +@job +def upload_annotation_to_training_project_job(job_id: int): + cvat_job = Job.objects.get(pk=job_id) + cvat_project = cvat_job.segment.task.project + training_project = cvat_project.training_project + start = cvat_job.segment.start_frame + stop = cvat_job.segment.stop_frame + data = dm.task.get_job_data(job_id) + shapes: List[OrderedDict] = data.get('shapes', []) + frames_data = [] + api = TrainingServerAPI( + host=cvat_project.training_project.host, + username=cvat_project.training_project.username, + password=cvat_project.training_project.password, + ) + cvat_labels = Label.objects.filter(project=cvat_project).all() + labels_mapping = { + cvat_label.id: TrainingProjectLabel.objects.get(cvat_label=cvat_label).training_label_id + for cvat_label in cvat_labels + } + + for frame in range(start, stop + 1): + frame_shapes = list( + map( + lambda x: __add_fields_to_shape(x, frame, cvat_job.segment.task.data, labels_mapping), + filter( + lambda x: x['frame'] == frame and x['type'] == ShapeType.RECTANGLE, + shapes, + ) + ) + ) + + if frame_shapes: + training_project_image = TrainingProjectImage.objects.get(task=cvat_job.segment.task, idx=frame) + frames_data.append({ + 'third_party_id': training_project_image.training_image_id, + 'shapes': frame_shapes + }) + + api.upload_annotations(project_id=training_project.training_id, frames_data=frames_data) + + +@job +def create_training_project_job(project_id: int): + cvat_project = Project.objects.get(pk=project_id) + training_project = cvat_project.training_project + api = TrainingServerAPI( + host=cvat_project.training_project.host, + username=cvat_project.training_project.username, + password=cvat_project.training_project.password, + ) + create_training_project(cvat_project=cvat_project, training_project=training_project, api=api) + + +def create_training_project(cvat_project, training_project, api): + labels = cvat_project.label_set.all() + training_project_resp = api.create_project( + name=f'{cvat_project.name}_cvat', + project_class=training_project.project_class, + labels=[{'name': label.name} for label in labels] + ) + if training_project_resp.get('id'): + training_project.training_id = training_project_resp['id'] + training_project.save() + + for cvat_label in labels: + training_label = list(filter(lambda x: x['name'] == cvat_label.name, training_project_resp.get('labels', []))) + if training_label: + TrainingProjectLabel.objects.create(cvat_label=cvat_label, training_label_id=training_label[0]['id']) + + +async def upload_images(cvat_project_id, training_id, api): + project = Project.objects.get(pk=cvat_project_id) + tasks: List[Task] = project.tasks.all() + for task in tasks: + frame_provider = FrameProvider(task) + frames = frame_provider.get_frames() + for i, (buffer, _) in enumerate(frames): + training_image_id = api.upload_image(training_id=training_id, buffer=buffer) + if training_image_id: + TrainingProjectImage.objects.create(project=project, task=task, idx=i, + training_image_id=training_image_id) + diff --git a/cvat/apps/training/signals.py b/cvat/apps/training/signals.py new file mode 100644 index 00000000..20ba8242 --- /dev/null +++ b/cvat/apps/training/signals.py @@ -0,0 +1,30 @@ +from django.db.models.signals import post_save +from django.dispatch import receiver + +from cvat.apps.engine.models import Job, StatusChoice, Project, Task +from cvat.apps.training.jobs import ( + create_training_project_job, + upload_images_job, + upload_annotation_to_training_project_job, +) + + +@receiver(post_save, sender=Project, dispatch_uid="create_training_project") +def create_training_project(instance: Project, **kwargs): + if instance.training_project: + create_training_project_job.delay(instance.id) + + +@receiver(post_save, sender=Task, dispatch_uid='upload_images_to_training_project') +def upload_images_to_training_project(instance: Task, **kwargs): + if (instance.status == StatusChoice.ANNOTATION and + instance.data and instance.data.size != 0 and \ + instance.project_id and instance.project.training_project): + + upload_images_job.delay(instance.id) + + +@receiver(post_save, sender=Job, dispatch_uid="upload_annotation_to_training_project") +def upload_annotation_to_training_project(instance: Job, **kwargs): + if instance.status == StatusChoice.COMPLETED: + upload_annotation_to_training_project_job.delay(instance.id) diff --git a/cvat/apps/training/urls.py b/cvat/apps/training/urls.py new file mode 100644 index 00000000..47ce86bf --- /dev/null +++ b/cvat/apps/training/urls.py @@ -0,0 +1,11 @@ +from django.urls import path, include +from rest_framework import routers + +from cvat.apps.training.views import PredictView + +router = routers.DefaultRouter(trailing_slash=False) +router.register('', PredictView, basename='predict') + +urlpatterns = [ + path('', include((router.urls, 'predict'), namespace='predict')) +] diff --git a/cvat/apps/training/views.py b/cvat/apps/training/views.py new file mode 100644 index 00000000..f6fe5dff --- /dev/null +++ b/cvat/apps/training/views.py @@ -0,0 +1,68 @@ +from cacheops import cache, CacheMiss +from drf_yasg.utils import swagger_auto_schema +from rest_framework import viewsets, status +from rest_framework.decorators import action +from rest_framework.permissions import IsAuthenticated, SAFE_METHODS +from rest_framework.response import Response + +from cvat.apps.authentication import auth +from cvat.apps.engine.models import Project +from cvat.apps.training.jobs import save_frame_prediction_to_cache_job, save_prediction_server_status_to_cache_job + + +class PredictView(viewsets.ViewSet): + def get_permissions(self): + http_method = self.request.method + permissions = [IsAuthenticated] + + if http_method in SAFE_METHODS: + permissions.append(auth.ProjectAccessPermission) + else: + permissions.append(auth.AdminRolePermission) + + return [perm() for perm in permissions] + + @swagger_auto_schema(method='get', operation_summary='Returns prediction for image') + @action(detail=False, methods=['GET'], url_path='frame') + def predict_image(self, request): + frame = self.request.query_params.get('frame') + task_id = self.request.query_params.get('task') + if not task_id: + return Response(data='query param "task" empty or not provided', status=status.HTTP_400_BAD_REQUEST) + if not frame: + return Response(data='query param "frame" empty or not provided', status=status.HTTP_400_BAD_REQUEST) + cache_key = f'predict_image_{task_id}_{frame}' + try: + resp = cache.get(cache_key) + except CacheMiss: + save_frame_prediction_to_cache_job.delay(cache_key, task_id=task_id, + frame=frame) + resp = { + 'status': 'queued', + } + cache.set(cache_key=cache_key, data=resp, timeout=60) + + return Response(resp) + + @swagger_auto_schema(method='get', + operation_summary='Returns information of the tasks of the project with the selected id') + @action(detail=False, methods=['GET'], url_path='status') + def predict_status(self, request): + project_id = self.request.query_params.get('project') + if not project_id: + return Response(data='query param "project" empty or not provided', status=status.HTTP_400_BAD_REQUEST) + project = Project.objects.get(pk=project_id) + if not project.training_project: + Response({'status': 'done'}) + + cache_key = f'predict_status_{project_id}' + try: + resp = cache.get(cache_key) + except CacheMiss: + save_prediction_server_status_to_cache_job.delay(cache_key, cvat_project_id=project_id) + resp = { + 'status': 'queued', + } + cache.set(cache_key=cache_key, data=resp, timeout=60) + + return Response(resp) diff --git a/cvat/settings/base.py b/cvat/settings/base.py index f7a69441..bfcd8d65 100644 --- a/cvat/settings/base.py +++ b/cvat/settings/base.py @@ -20,6 +20,8 @@ import fcntl import shutil import subprocess import mimetypes +from distutils.util import strtobool + mimetypes.add_type("application/wasm", ".wasm", True) from pathlib import Path @@ -129,6 +131,9 @@ INSTALLED_APPS = [ 'rest_auth.registration' ] +if strtobool(os.environ.get("ADAPTIVE_AUTO_ANNOTATION", 'false')): + INSTALLED_APPS.append('cvat.apps.training') + SITE_ID = 1 REST_FRAMEWORK = { diff --git a/cvat/settings/testing.py b/cvat/settings/testing.py index c55e6f42..e79b0f39 100644 --- a/cvat/settings/testing.py +++ b/cvat/settings/testing.py @@ -64,4 +64,4 @@ class PatchedDiscoverRunner(DiscoverRunner): for config in RQ_QUEUES.values(): config["ASYNC"] = False - super().__init__(*args, **kwargs) \ No newline at end of file + super().__init__(*args, **kwargs) diff --git a/cvat/urls.py b/cvat/urls.py index 0e25dca5..1fa4cb50 100644 --- a/cvat/urls.py +++ b/cvat/urls.py @@ -43,3 +43,6 @@ if apps.is_installed('cvat.apps.opencv'): if apps.is_installed('silk'): urlpatterns.append(path('profiler/', include('silk.urls'))) + +if apps.is_installed('cvat.apps.training'): + urlpatterns.append(path('api/v1/predict/', include('cvat.apps.training.urls'))) diff --git a/docker-compose.yml b/docker-compose.yml index 8eee1393..ce096044 100644 --- a/docker-compose.yml +++ b/docker-compose.yml @@ -42,6 +42,7 @@ services: ALLOWED_HOSTS: '*' CVAT_REDIS_HOST: 'cvat_redis' CVAT_POSTGRES_HOST: 'cvat_db' + ADAPTIVE_AUTO_ANNOTATION: 'false' volumes: - cvat_data:/home/django/data - cvat_keys:/home/django/keys From 7524202492129dd19591670929c04f8dadf67051 Mon Sep 17 00:00:00 2001 From: Boris Sekachev Date: Wed, 7 Apr 2021 11:50:24 +0300 Subject: [PATCH 16/81] Added hotkeys to change labels (#3070) * temp commit * Added ability to change default label and object label by using Ctrl+{number} * Removed extra changes * Minor refactoring * Added ability to change assigned keys * Redesigned popover * Added changelog record & updated version * Added memoization * Some minor changes * Applied comments Co-authored-by: Dmitry Kalinin --- CHANGELOG.md | 8 +- cvat-ui/package-lock.json | 2 +- cvat-ui/package.json | 2 +- cvat-ui/src/actions/annotation-actions.ts | 36 ++----- .../objects-side-bar/issues-list.tsx | 2 +- .../objects-side-bar/label-item.tsx | 51 +++++++-- .../label-key-selector-popover.tsx | 85 +++++++++++++++ .../objects-side-bar/labels-list.tsx | 100 ++++++++++++++++-- .../objects-side-bar/objects-side-bar.tsx | 8 +- .../objects-side-bar/styles.scss | 50 +++++++-- .../tag-annotation-sidebar.tsx | 2 +- .../controls-side-bar/draw-shape-popover.tsx | 10 +- .../controls-side-bar/setup-tag-popover.tsx | 4 +- .../objects-side-bar/label-item.tsx | 34 +++--- .../objects-side-bar/labels-list.tsx | 29 ----- cvat-ui/src/reducers/annotation-reducer.ts | 26 +++-- cvat-ui/src/reducers/interfaces.ts | 1 + cvat-ui/src/reducers/shortcuts-reducer.ts | 8 +- cvat-ui/src/utils/mousetrap-react.tsx | 2 +- 19 files changed, 341 insertions(+), 119 deletions(-) create mode 100644 cvat-ui/src/components/annotation-page/standard-workspace/objects-side-bar/label-key-selector-popover.tsx delete mode 100644 cvat-ui/src/containers/annotation-page/standard-workspace/objects-side-bar/labels-list.tsx diff --git a/CHANGELOG.md b/CHANGELOG.md index 799d9fc2..217545cb 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -8,23 +8,29 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0 ## [1.4.0] - Unreleased ### Added + - Documentation on mask annotation () +- Hotkeys to switch a label of existing object or to change default label (for objects created with N) () ### Changed + - ### Deprecated + - ### Removed + - ### Fixed + - Export of instance masks with holes () ### Security -- +- ## [1.3.0] - 3/31/2021 diff --git a/cvat-ui/package-lock.json b/cvat-ui/package-lock.json index 27c93845..f4cc563d 100644 --- a/cvat-ui/package-lock.json +++ b/cvat-ui/package-lock.json @@ -1,6 +1,6 @@ { "name": "cvat-ui", - "version": "1.18.1", + "version": "1.19.0", "lockfileVersion": 1, "requires": true, "dependencies": { diff --git a/cvat-ui/package.json b/cvat-ui/package.json index caf6ba25..caae6812 100644 --- a/cvat-ui/package.json +++ b/cvat-ui/package.json @@ -1,6 +1,6 @@ { "name": "cvat-ui", - "version": "1.18.1", + "version": "1.19.0", "description": "CVAT single-page application", "main": "src/index.tsx", "scripts": { diff --git a/cvat-ui/src/actions/annotation-actions.ts b/cvat-ui/src/actions/annotation-actions.ts index 8e5fd184..a7afc3b1 100644 --- a/cvat-ui/src/actions/annotation-actions.ts +++ b/cvat-ui/src/actions/annotation-actions.ts @@ -1130,36 +1130,16 @@ export function saveAnnotationsAsync(sessionInstance: any, afterSave?: () => voi } // used to reproduce the latest drawing (in case of tags just creating) by using N -export function rememberObject( - objectType: ObjectType, - labelID: number, - shapeType?: ShapeType, - points?: number, - rectDrawingMethod?: RectDrawingMethod, -): AnyAction { - let activeControl = ActiveControl.CURSOR; - if (shapeType === ShapeType.RECTANGLE) { - activeControl = ActiveControl.DRAW_RECTANGLE; - } else if (shapeType === ShapeType.POLYGON) { - activeControl = ActiveControl.DRAW_POLYGON; - } else if (shapeType === ShapeType.POLYLINE) { - activeControl = ActiveControl.DRAW_POLYLINE; - } else if (shapeType === ShapeType.POINTS) { - activeControl = ActiveControl.DRAW_POINTS; - } else if (shapeType === ShapeType.CUBOID) { - activeControl = ActiveControl.DRAW_CUBOID; - } - +export function rememberObject(createParams: { + activeObjectType?: ObjectType; + activeLabelID?: number; + activeShapeType?: ShapeType; + activeNumOfPoints?: number; + activeRectDrawingMethod?: RectDrawingMethod; +}): AnyAction { return { type: AnnotationActionTypes.REMEMBER_CREATED_OBJECT, - payload: { - shapeType, - labelID, - objectType, - points, - activeControl, - rectDrawingMethod, - }, + payload: createParams, }; } diff --git a/cvat-ui/src/components/annotation-page/standard-workspace/objects-side-bar/issues-list.tsx b/cvat-ui/src/components/annotation-page/standard-workspace/objects-side-bar/issues-list.tsx index f9fb7070..ffd78023 100644 --- a/cvat-ui/src/components/annotation-page/standard-workspace/objects-side-bar/issues-list.tsx +++ b/cvat-ui/src/components/annotation-page/standard-workspace/objects-side-bar/issues-list.tsx @@ -4,7 +4,6 @@ import React from 'react'; import { useSelector, useDispatch } from 'react-redux'; -import { CombinedState } from 'reducers/interfaces'; import { LeftOutlined, RightOutlined, EyeInvisibleFilled, EyeOutlined, } from '@ant-design/icons'; @@ -14,6 +13,7 @@ import { Row, Col } from 'antd/lib/grid'; import { changeFrameAsync } from 'actions/annotation-actions'; import { reviewActions } from 'actions/review-actions'; import CVATTooltip from 'components/common/cvat-tooltip'; +import { CombinedState } from 'reducers/interfaces'; export default function LabelsListComponent(): JSX.Element { const dispatch = useDispatch(); diff --git a/cvat-ui/src/components/annotation-page/standard-workspace/objects-side-bar/label-item.tsx b/cvat-ui/src/components/annotation-page/standard-workspace/objects-side-bar/label-item.tsx index fc038b39..45f47c71 100644 --- a/cvat-ui/src/components/annotation-page/standard-workspace/objects-side-bar/label-item.tsx +++ b/cvat-ui/src/components/annotation-page/standard-workspace/objects-side-bar/label-item.tsx @@ -1,4 +1,4 @@ -// Copyright (C) 2020 Intel Corporation +// Copyright (C) 2020-2021 Intel Corporation // // SPDX-License-Identifier: MIT @@ -10,22 +10,30 @@ import { LockFilled, UnlockOutlined, EyeInvisibleFilled, EyeOutlined, } from '@ant-design/icons'; +import CVATTooltip from 'components/common/cvat-tooltip'; +import LabelKeySelectorPopover from './label-key-selector-popover'; + interface Props { labelName: string; labelColor: string; + labelID: number; visible: boolean; statesHidden: boolean; statesLocked: boolean; + keyToLabelMapping: Record; hideStates(): void; showStates(): void; lockStates(): void; unlockStates(): void; + updateLabelShortcutKey(updatedKey: string, labelID: number): void; } function LabelItemComponent(props: Props): JSX.Element { const { labelName, labelColor, + labelID, + keyToLabelMapping, visible, statesHidden, statesLocked, @@ -33,8 +41,14 @@ function LabelItemComponent(props: Props): JSX.Element { showStates, lockStates, unlockStates, + updateLabelShortcutKey, } = props; + // create reversed mapping just to receive key easily + const labelToKeyMapping: Record = Object.fromEntries( + Object.entries(keyToLabelMapping).map(([key, _labelID]) => [_labelID, key]), + ); + const labelShortcutKey = labelToKeyMapping[labelID] || '?'; const classes = { lock: { enabled: { className: 'cvat-label-item-button-lock cvat-label-item-button-lock-enabled' }, @@ -48,22 +62,37 @@ function LabelItemComponent(props: Props): JSX.Element { return ( - - +
{' '} - +
- - - {labelName} - + + + + {labelName} + + + + + + + {statesLocked ? ( ) : ( diff --git a/cvat-ui/src/components/annotation-page/standard-workspace/objects-side-bar/label-key-selector-popover.tsx b/cvat-ui/src/components/annotation-page/standard-workspace/objects-side-bar/label-key-selector-popover.tsx new file mode 100644 index 00000000..bb92bf47 --- /dev/null +++ b/cvat-ui/src/components/annotation-page/standard-workspace/objects-side-bar/label-key-selector-popover.tsx @@ -0,0 +1,85 @@ +// Copyright (C) 2021 Intel Corporation +// +// SPDX-License-Identifier: MIT + +import React from 'react'; +import { useSelector } from 'react-redux'; +import Popover from 'antd/lib/popover'; +import Button from 'antd/lib/button'; +import { Row, Col } from 'antd/lib/grid'; +import Text from 'antd/lib/typography/Text'; + +import { CombinedState } from 'reducers/interfaces'; +import CVATTooltip from 'components/common/cvat-tooltip'; + +interface LabelKeySelectorPopoverProps { + updateLabelShortcutKey(updatedKey: string, labelID: number): void; + keyToLabelMapping: Record; + labelID: number; + children: JSX.Element; +} + +interface LabelKeySelectorPopoverContentProps { + updateLabelShortcutKey(updatedKey: string, labelID: number): void; + labelID: number; + keyToLabelMapping: Record; +} + +function PopoverContent(props: LabelKeySelectorPopoverContentProps): JSX.Element { + const { keyToLabelMapping, labelID, updateLabelShortcutKey } = props; + const labels = useSelector((state: CombinedState) => state.annotation.job.labels); + + return ( +
+ {[['1', '2', '3'], ['4', '5', '6'], ['7', '8', '9'], ['0']].map((arr, i_) => ( + + {arr.map((i) => { + const previousLabelID = keyToLabelMapping[i]; + const labelName = Number.isInteger(previousLabelID) ? + labels.filter((label: any): boolean => label.id === previousLabelID)[0]?.name || + 'undefined' : + 'None'; + + return ( +
+ + + + + ); + })} + + ))} + + ); +} + +const MemoizedContent = React.memo(PopoverContent); + +function LabelKeySelectorPopover(props: LabelKeySelectorPopoverProps): JSX.Element { + const { + children, labelID, updateLabelShortcutKey, keyToLabelMapping, + } = props; + + return ( + + )} + placement='left' + > + {children} + + ); +} + +export default React.memo(LabelKeySelectorPopover); diff --git a/cvat-ui/src/components/annotation-page/standard-workspace/objects-side-bar/labels-list.tsx b/cvat-ui/src/components/annotation-page/standard-workspace/objects-side-bar/labels-list.tsx index 827ff3e7..b0955de0 100644 --- a/cvat-ui/src/components/annotation-page/standard-workspace/objects-side-bar/labels-list.tsx +++ b/cvat-ui/src/components/annotation-page/standard-workspace/objects-side-bar/labels-list.tsx @@ -1,26 +1,108 @@ -// Copyright (C) 2020 Intel Corporation +// Copyright (C) 2020-2021 Intel Corporation // // SPDX-License-Identifier: MIT -import React from 'react'; +import React, { useCallback, useState } from 'react'; +import { useDispatch, useSelector } from 'react-redux'; +import message from 'antd/lib/message'; +import { CombinedState } from 'reducers/interfaces'; +import { rememberObject, updateAnnotationsAsync } from 'actions/annotation-actions'; import LabelItemContainer from 'containers/annotation-page/standard-workspace/objects-side-bar/label-item'; +import GlobalHotKeys from 'utils/mousetrap-react'; -interface Props { - labelIDs: number[]; - listHeight: number; -} +function LabelsListComponent(): JSX.Element { + const dispatch = useDispatch(); + const { + annotation: { + job: { labels }, + tabContentHeight: listHeight, + annotations: { activatedStateID, states }, + }, + shortcuts: { keyMap }, + } = useSelector((state: CombinedState) => state); + const labelIDs = labels.map((label: any): number => label.id); + + const [keyToLabelMapping, setKeyToLabelMapping] = useState>( + Object.fromEntries(labelIDs.slice(0, 10).map((labelID: number, idx: number) => [(idx + 1) % 10, labelID])), + ); + + const updateLabelShortcutKey = useCallback( + (key: string, labelID: number) => { + // unassign any keys assigned to the current labels + const keyToLabelMappingCopy = { ...keyToLabelMapping }; + for (const shortKey of Object.keys(keyToLabelMappingCopy)) { + if (keyToLabelMappingCopy[shortKey] === labelID) { + delete keyToLabelMappingCopy[shortKey]; + } + } + + if (key === '—') { + setKeyToLabelMapping(keyToLabelMappingCopy); + return; + } -export default function LabelsListComponent(props: Props): JSX.Element { - const { listHeight, labelIDs } = props; + // check if this key is assigned to another label + if (key in keyToLabelMappingCopy) { + // try to find a new key for the other label + for (let i = 0; i < 10; i++) { + const adjustedI = (i + 1) % 10; + if (!(adjustedI in keyToLabelMappingCopy)) { + keyToLabelMappingCopy[adjustedI] = keyToLabelMappingCopy[key]; + break; + } + } + // delete assigning to the other label + delete keyToLabelMappingCopy[key]; + } + + // assigning to the current label + keyToLabelMappingCopy[key] = labelID; + setKeyToLabelMapping(keyToLabelMappingCopy); + }, + [keyToLabelMapping], + ); + + const subKeyMap = { + SWITCH_LABEL: keyMap.SWITCH_LABEL, + }; + + const handlers = { + SWITCH_LABEL: (event: KeyboardEvent | undefined, shortcut: string) => { + if (event) event.preventDefault(); + const labelID = keyToLabelMapping[shortcut.split('+')[1].trim()]; + const label = labels.filter((_label: any) => _label.id === labelID)[0]; + if (Number.isInteger(labelID) && label) { + if (Number.isInteger(activatedStateID)) { + const activatedState = states.filter((state: any) => state.clientID === activatedStateID)[0]; + if (activatedState) { + activatedState.label = label; + dispatch(updateAnnotationsAsync([activatedState])); + } + } else { + dispatch(rememberObject({ activeLabelID: labelID })); + message.destroy(); + message.success(`Default label was changed to "${label.name}"`); + } + } + }, + }; return (
+ {labelIDs.map( (labelID: number): JSX.Element => ( - + ), )}
); } + +export default React.memo(LabelsListComponent); diff --git a/cvat-ui/src/components/annotation-page/standard-workspace/objects-side-bar/objects-side-bar.tsx b/cvat-ui/src/components/annotation-page/standard-workspace/objects-side-bar/objects-side-bar.tsx index c5288a9b..6d15c3ce 100644 --- a/cvat-ui/src/components/annotation-page/standard-workspace/objects-side-bar/objects-side-bar.tsx +++ b/cvat-ui/src/components/annotation-page/standard-workspace/objects-side-bar/objects-side-bar.tsx @@ -1,4 +1,4 @@ -// Copyright (C) 2020 Intel Corporation +// Copyright (C) 2020-2021 Intel Corporation // // SPDX-License-Identifier: MIT @@ -13,7 +13,7 @@ import Layout from 'antd/lib/layout'; import { Canvas } from 'cvat-canvas-wrapper'; import { CombinedState } from 'reducers/interfaces'; -import LabelsListContainer from 'containers/annotation-page/standard-workspace/objects-side-bar/labels-list'; +import LabelsList from 'components/annotation-page/standard-workspace/objects-side-bar/labels-list'; import { collapseSidebar as collapseSidebarAction, updateTabContentHeight as updateTabContentHeightAction, @@ -123,8 +123,8 @@ function ObjectsSideBar(props: StateToProps & DispatchToProps & OwnProps): JSX.E Objects} key='objects'> {objectsList} - Labels} key='labels'> - + Labels} key='labels'> + Issues} key='issues'> diff --git a/cvat-ui/src/components/annotation-page/standard-workspace/objects-side-bar/styles.scss b/cvat-ui/src/components/annotation-page/standard-workspace/objects-side-bar/styles.scss index 8b7a7425..c6631603 100644 --- a/cvat-ui/src/components/annotation-page/standard-workspace/objects-side-bar/styles.scss +++ b/cvat-ui/src/components/annotation-page/standard-workspace/objects-side-bar/styles.scss @@ -167,7 +167,8 @@ padding: 3px 1px 1px 3px; } -.cvat-objects-sidebar-state-item-color { +.cvat-objects-sidebar-state-item-color, +.cvat-objects-sidebar-label-item-color { border: 1px solid $object-item-border-color; width: 7px; opacity: 1; @@ -288,12 +289,16 @@ .cvat-objects-sidebar-label-active-item { background: $active-label-background-color; + border-top: 2px solid $object-item-border-color; + border-right: 2px solid $object-item-border-color; + border-bottom: 2px solid $object-item-border-color; + padding: 3px 1px 1px 3px; } .cvat-objects-sidebar-label-item { height: 2.5em; border-bottom: 1px solid $border-color-1; - padding: 5px; + padding: 5px 3px 3px 3px; span { @extend .cvat-object-sidebar-icon; @@ -311,10 +316,39 @@ } } -.cvat-label-item-color-button { - width: 30px; - height: 20px; - border-radius: 5px; +.cvat-label-item-color { + background: rgb(25, 184, 14); + height: 80%; + width: 90%; + border-radius: $grid-unit-size / 2; +} + +.cvat-label-item-setup-shortcut-button { + border-color: $objects-bar-icons-color; +} + +.cvat-label-item-setup-shortcut-popover { + margin-top: -$grid-unit-size; + margin-bottom: -$grid-unit-size; + + > div { + padding-top: $grid-unit-size; + padding-bottom: $grid-unit-size; + + > div { + display: flex; + justify-content: center; + + > button { + width: $grid-unit-size * 15; + overflow-x: hidden; + + span:first-child { + margin-right: $grid-unit-size; + } + } + } + } } .cvat-objects-appearance-content { @@ -361,3 +395,7 @@ margin-right: $grid-unit-size; } } + +.cvat-objects-sidebar-label-item-disabled { + opacity: 0.5; +} diff --git a/cvat-ui/src/components/annotation-page/tag-annotation-workspace/tag-annotation-sidebar/tag-annotation-sidebar.tsx b/cvat-ui/src/components/annotation-page/tag-annotation-workspace/tag-annotation-sidebar/tag-annotation-sidebar.tsx index 7b5e4456..2292c48e 100644 --- a/cvat-ui/src/components/annotation-page/tag-annotation-workspace/tag-annotation-sidebar/tag-annotation-sidebar.tsx +++ b/cvat-ui/src/components/annotation-page/tag-annotation-workspace/tag-annotation-sidebar/tag-annotation-sidebar.tsx @@ -82,7 +82,7 @@ function mapDispatchToProps(dispatch: ThunkDispatch): dispatch(removeObjectAsync(jobInstance, objectState, true)); }, onRememberObject(labelID: number): void { - dispatch(rememberObject(ObjectType.TAG, labelID)); + dispatch(rememberObject({ activeObjectType: ObjectType.TAG, activeLabelID: labelID })); }, }; } diff --git a/cvat-ui/src/containers/annotation-page/standard-workspace/controls-side-bar/draw-shape-popover.tsx b/cvat-ui/src/containers/annotation-page/standard-workspace/controls-side-bar/draw-shape-popover.tsx index f88c752d..9cd2669c 100644 --- a/cvat-ui/src/containers/annotation-page/standard-workspace/controls-side-bar/draw-shape-popover.tsx +++ b/cvat-ui/src/containers/annotation-page/standard-workspace/controls-side-bar/draw-shape-popover.tsx @@ -41,7 +41,15 @@ function mapDispatchToProps(dispatch: any): DispatchToProps { points?: number, rectDrawingMethod?: RectDrawingMethod, ): void { - dispatch(rememberObject(objectType, labelID, shapeType, points, rectDrawingMethod)); + dispatch( + rememberObject({ + activeObjectType: objectType, + activeShapeType: shapeType, + activeLabelID: labelID, + activeNumOfPoints: points, + activeRectDrawingMethod: rectDrawingMethod, + }), + ); }, }; } diff --git a/cvat-ui/src/containers/annotation-page/standard-workspace/controls-side-bar/setup-tag-popover.tsx b/cvat-ui/src/containers/annotation-page/standard-workspace/controls-side-bar/setup-tag-popover.tsx index 5c0c5b8b..7004505f 100644 --- a/cvat-ui/src/containers/annotation-page/standard-workspace/controls-side-bar/setup-tag-popover.tsx +++ b/cvat-ui/src/containers/annotation-page/standard-workspace/controls-side-bar/setup-tag-popover.tsx @@ -1,4 +1,4 @@ -// Copyright (C) 2020 Intel Corporation +// Copyright (C) 2020-2021 Intel Corporation // // SPDX-License-Identifier: MIT @@ -32,7 +32,7 @@ function mapDispatchToProps(dispatch: any): DispatchToProps { dispatch(createAnnotationsAsync(sessionInstance, frame, states)); }, onRememberObject(labelID: number): void { - dispatch(rememberObject(ObjectType.TAG, labelID)); + dispatch(rememberObject({ activeObjectType: ObjectType.TAG, activeLabelID: labelID })); }, }; } diff --git a/cvat-ui/src/containers/annotation-page/standard-workspace/objects-side-bar/label-item.tsx b/cvat-ui/src/containers/annotation-page/standard-workspace/objects-side-bar/label-item.tsx index 8e89e244..6353ab2f 100644 --- a/cvat-ui/src/containers/annotation-page/standard-workspace/objects-side-bar/label-item.tsx +++ b/cvat-ui/src/containers/annotation-page/standard-workspace/objects-side-bar/label-item.tsx @@ -1,4 +1,4 @@ -// Copyright (C) 2020 Intel Corporation +// Copyright (C) 2020-2021 Intel Corporation // // SPDX-License-Identifier: MIT @@ -12,6 +12,8 @@ import { CombinedState, ObjectType } from 'reducers/interfaces'; interface OwnProps { labelID: number; + keyToLabelMapping: Record; + updateLabelShortcutKey(updatedKey: string, labelID: number): void; } interface StateToProps { @@ -20,7 +22,7 @@ interface StateToProps { labelColor: string; objectStates: any[]; jobInstance: any; - frameNumber: any; + frameNumber: number; } interface DispatchToProps { @@ -127,35 +129,38 @@ class LabelItemContainer extends React.PureComponent { private switchHidden(value: boolean): void { const { updateAnnotations } = this.props; - const { ownObjectStates } = this.state; - for (const state of ownObjectStates) { - state.hidden = value; - } - updateAnnotations(ownObjectStates); + if (ownObjectStates.length) { + // false alarm + // eslint-disable-next-line + updateAnnotations(ownObjectStates.map((state: any) => ((state.hidden = value), state))); + } } private switchLock(value: boolean): void { const { updateAnnotations } = this.props; - const { ownObjectStates } = this.state; - for (const state of ownObjectStates) { - state.lock = value; - } - updateAnnotations(ownObjectStates); + if (ownObjectStates.length) { + // false alarm + // eslint-disable-next-line + updateAnnotations(ownObjectStates.map((state: any) => ((state.lock = value), state))); + } } public render(): JSX.Element { + const { + labelName, labelColor, keyToLabelMapping, labelID, updateLabelShortcutKey, + } = this.props; const { visible, statesHidden, statesLocked } = this.state; - const { labelName, labelColor } = this.props; - return ( { showStates={this.showStates} lockStates={this.lockStates} unlockStates={this.unlockStates} + updateLabelShortcutKey={updateLabelShortcutKey} /> ); } diff --git a/cvat-ui/src/containers/annotation-page/standard-workspace/objects-side-bar/labels-list.tsx b/cvat-ui/src/containers/annotation-page/standard-workspace/objects-side-bar/labels-list.tsx deleted file mode 100644 index 16cd9767..00000000 --- a/cvat-ui/src/containers/annotation-page/standard-workspace/objects-side-bar/labels-list.tsx +++ /dev/null @@ -1,29 +0,0 @@ -// Copyright (C) 2020 Intel Corporation -// -// SPDX-License-Identifier: MIT - -import { connect } from 'react-redux'; - -import LabelsListComponent from 'components/annotation-page/standard-workspace/objects-side-bar/labels-list'; -import { CombinedState } from 'reducers/interfaces'; - -interface StateToProps { - labelIDs: number[]; - listHeight: number; -} - -function mapStateToProps(state: CombinedState): StateToProps { - const { - annotation: { - job: { labels }, - tabContentHeight: listHeight, - }, - } = state; - - return { - labelIDs: labels.map((label: any): number => label.id), - listHeight, - }; -} - -export default connect(mapStateToProps)(LabelsListComponent); diff --git a/cvat-ui/src/reducers/annotation-reducer.ts b/cvat-ui/src/reducers/annotation-reducer.ts index 84682fb2..cf8515cc 100644 --- a/cvat-ui/src/reducers/annotation-reducer.ts +++ b/cvat-ui/src/reducers/annotation-reducer.ts @@ -456,9 +456,22 @@ export default (state = defaultState, action: AnyAction): AnnotationState => { }; } case AnnotationActionTypes.REMEMBER_CREATED_OBJECT: { - const { - shapeType, labelID, objectType, points, activeControl, rectDrawingMethod, - } = action.payload; + const { payload } = action; + + let { activeControl } = state.canvas; + if (payload.activeShapeType === ShapeType.RECTANGLE) { + activeControl = ActiveControl.DRAW_RECTANGLE; + } else if (payload.activeShapeType === ShapeType.POLYGON) { + activeControl = ActiveControl.DRAW_POLYGON; + } else if (payload.activeShapeType === ShapeType.POLYLINE) { + activeControl = ActiveControl.DRAW_POLYLINE; + } else if (payload.activeShapeType === ShapeType.POINTS) { + activeControl = ActiveControl.DRAW_POINTS; + } else if (payload.activeShapeType === ShapeType.CUBOID) { + activeControl = ActiveControl.DRAW_CUBOID; + } else if (payload.activeObjectType === ObjectType.TAG) { + activeControl = ActiveControl.CURSOR; + } return { ...state, @@ -471,12 +484,9 @@ export default (state = defaultState, action: AnyAction): AnnotationState => { activeControl, }, drawing: { + ...state.drawing, + ...payload, activeInteractor: undefined, - activeLabelID: labelID, - activeNumOfPoints: points, - activeObjectType: objectType, - activeShapeType: shapeType, - activeRectDrawingMethod: rectDrawingMethod, }, }; } diff --git a/cvat-ui/src/reducers/interfaces.ts b/cvat-ui/src/reducers/interfaces.ts index 4defc780..4ddeb301 100644 --- a/cvat-ui/src/reducers/interfaces.ts +++ b/cvat-ui/src/reducers/interfaces.ts @@ -381,6 +381,7 @@ export interface PredictorState { fetching: boolean; annotationAmount: number; mediaAmount: number; + annotatedFrames: number[]; } export interface AnnotationState { diff --git a/cvat-ui/src/reducers/shortcuts-reducer.ts b/cvat-ui/src/reducers/shortcuts-reducer.ts index 98baa9aa..3863f3b7 100644 --- a/cvat-ui/src/reducers/shortcuts-reducer.ts +++ b/cvat-ui/src/reducers/shortcuts-reducer.ts @@ -287,10 +287,16 @@ const defaultKeyMap = ({ }, TOGGLE_LAYOUT_GRID: { name: 'Toggle layout grid', - description: 'Is used in development', + description: 'The grid is used to UI development', sequences: ['ctrl+alt+enter'], action: 'keydown', }, + SWITCH_LABEL: { + name: 'Switch label', + description: 'Changes a label for an activated object or for the next drawn object if no objects are activated', + sequences: ['1', '2', '3', '4', '5', '6', '7', '8', '9', '0'].map((val: string): string => `ctrl+${val}`), + action: 'keydown', + }, } as any) as KeyMap; const defaultState: ShortcutsState = { diff --git a/cvat-ui/src/utils/mousetrap-react.tsx b/cvat-ui/src/utils/mousetrap-react.tsx index c51fe5fc..e8452e3d 100644 --- a/cvat-ui/src/utils/mousetrap-react.tsx +++ b/cvat-ui/src/utils/mousetrap-react.tsx @@ -17,7 +17,7 @@ export interface KeyMap { } export interface Handlers { - [index: string]: (event: KeyboardEvent) => void; + [index: string]: (event: KeyboardEvent, shortcut: string) => void; } interface Props { From 553535e4e39e3c106425d783d5de2a0359dd97f6 Mon Sep 17 00:00:00 2001 From: Snyk bot Date: Wed, 7 Apr 2021 14:25:48 +0300 Subject: [PATCH 17/81] fix: cvat/requirements/base.txt to reduce vulnerabilities (#3073) The following vulnerabilities are fixed by pinning transitive dependencies: - https://snyk.io/vuln/SNYK-PYTHON-DJANGO-1090612 --- cvat/requirements/base.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/cvat/requirements/base.txt b/cvat/requirements/base.txt index 3d1668bc..b62a2f96 100644 --- a/cvat/requirements/base.txt +++ b/cvat/requirements/base.txt @@ -1,5 +1,5 @@ click==7.1.2 -Django==3.1.7 +Django==3.1.8 django-appconf==1.0.4 django-auth-ldap==2.2.0 django-cacheops==5.0.1 From fad8612405ed01a32a05c45e996dc872b5774246 Mon Sep 17 00:00:00 2001 From: Dmitry Kruchinin <33020454+dvkruchinin@users.noreply.github.com> Date: Thu, 8 Apr 2021 11:47:38 +0300 Subject: [PATCH 18/81] CI: canceling previous workflow runs (#3078) --- .github/workflows/cancel.yml | 17 +++++++++++++++++ 1 file changed, 17 insertions(+) create mode 100644 .github/workflows/cancel.yml diff --git a/.github/workflows/cancel.yml b/.github/workflows/cancel.yml new file mode 100644 index 00000000..c9ff4c0f --- /dev/null +++ b/.github/workflows/cancel.yml @@ -0,0 +1,17 @@ +name: Cancelling Duplicates +on: + workflow_run: + workflows: ['CI'] + types: ['requested'] + +jobs: + cancel-duplicate-workflow-runs: + name: "Cancel duplicate workflow runs" + runs-on: ubuntu-latest + steps: + - uses: potiuk/cancel-workflow-runs@master + name: "Cancel duplicate workflow runs" + with: + cancelMode: duplicates + token: ${{ secrets.GITHUB_TOKEN }} + sourceRunId: ${{ github.event.workflow_run.id }} From b0b36312e733ab8b402f0bf84b29421e4a900ced Mon Sep 17 00:00:00 2001 From: Boris Sekachev Date: Thu, 8 Apr 2021 22:55:29 +0300 Subject: [PATCH 19/81] Some client code refactoring (#3077) * Some refactoring, fixed unnesasary rerenderss * Refactored filter * Refactored filter * Removed extra call of queryString() method --- cvat-core/src/project.js | 56 ++++++++++++------- cvat-ui/src/actions/annotation-actions.ts | 5 +- .../annotation-page/annotation-page.tsx | 4 +- .../objects-side-bar/labels-list.tsx | 14 ++--- .../annotation-page/top-bar/filters-modal.tsx | 39 +++++++------ .../annotation-page/top-bar/right-group.tsx | 12 ++-- .../create-project-content.tsx | 23 +++----- cvat-ui/src/components/cvat-app.tsx | 9 +-- .../components/layout-grid/layout-grid.tsx | 3 +- .../annotation-page/top-bar/filters-modal.tsx | 26 --------- cvat-ui/src/index.tsx | 9 +-- cvat-ui/src/reducers/annotation-reducer.ts | 4 ++ 12 files changed, 100 insertions(+), 104 deletions(-) delete mode 100644 cvat-ui/src/containers/annotation-page/top-bar/filters-modal.tsx diff --git a/cvat-core/src/project.js b/cvat-core/src/project.js index f4609d9d..0e2b5478 100644 --- a/cvat-core/src/project.js +++ b/cvat-core/src/project.js @@ -65,8 +65,8 @@ } data.task_subsets = Array.from(subsetsSet); } - if (initialData.training_project) { - data.training_project = JSON.parse(JSON.stringify(initialData.training_project)); + if (typeof initialData.training_project === 'object') { + data.training_project = { ...initialData.training_project }; } Object.defineProperties( @@ -222,21 +222,34 @@ subsets: { get: () => [...data.task_subsets], }, - - _internalData: { - get: () => data, - }, - - training_project: { - get: () => data.training_project, - set: (training) => { - if (training) { - data.training_project = JSON.parse(JSON.stringify(training)); + /** + * Training project associated with this annotation project + * This is a simple object which contains + * keys like host, username, password, enabled, project_class + * @name trainingProject + * @type {object} + * @memberof module:API.cvat.classes.Project + * @readonly + * @instance + */ + trainingProject: { + get: () => { + if (typeof data.training_project === 'object') { + return { ...data.training_project }; + } + return data.training_project; + }, + set: (updatedProject) => { + if (typeof training === 'object') { + data.training_project = { ...updatedProject }; } else { - data.training_project = training; + data.training_project = updatedProject; } }, }, + _internalData: { + get: () => data, + }, }), ); } @@ -278,33 +291,38 @@ }; Project.prototype.save.implementation = async function () { - let trainingProject; - if (this.training_project) { - trainingProject = JSON.parse(JSON.stringify(this.training_project)); - } + const trainingProjectCopy = this.trainingProject; if (typeof this.id !== 'undefined') { + // project has been already created, need to update some data const projectData = { name: this.name, assignee_id: this.assignee ? this.assignee.id : null, bug_tracker: this.bugTracker, labels: [...this._internalData.labels.map((el) => el.toJSON())], - training_project: trainingProject, }; + if (trainingProjectCopy) { + projectData.training_project = trainingProjectCopy; + } + await serverProxy.projects.save(this.id, projectData); return this; } + // initial creating const projectSpec = { name: this.name, labels: [...this.labels.map((el) => el.toJSON())], - training_project: trainingProject, }; if (this.bugTracker) { projectSpec.bug_tracker = this.bugTracker; } + if (trainingProjectCopy) { + projectSpec.training_project = trainingProjectCopy; + } + const project = await serverProxy.projects.create(projectSpec); return new Project(project); }; diff --git a/cvat-ui/src/actions/annotation-actions.ts b/cvat-ui/src/actions/annotation-actions.ts index a7afc3b1..898306a0 100644 --- a/cvat-ui/src/actions/annotation-actions.ts +++ b/cvat-ui/src/actions/annotation-actions.ts @@ -1068,7 +1068,10 @@ export function getJobAsync(tid: number, jid: number, initialFrame: number, init setTimeout(updatePredictorStatus, 20 * 1000); } }; - updatePredictorStatus(); + + if (state.plugins.list.PREDICT && job.task.projectId !== null) { + updatePredictorStatus(); + } dispatch(changeFrameAsync(frameNumber, false)); } catch (error) { diff --git a/cvat-ui/src/components/annotation-page/annotation-page.tsx b/cvat-ui/src/components/annotation-page/annotation-page.tsx index 3d1324a0..5bedffaa 100644 --- a/cvat-ui/src/components/annotation-page/annotation-page.tsx +++ b/cvat-ui/src/components/annotation-page/annotation-page.tsx @@ -16,7 +16,7 @@ import SubmitReviewModal from 'components/annotation-page/review/submit-review-m import StandardWorkspaceComponent from 'components/annotation-page/standard-workspace/standard-workspace'; import StandardWorkspace3DComponent from 'components/annotation-page/standard3D-workspace/standard3D-workspace'; import TagAnnotationWorkspace from 'components/annotation-page/tag-annotation-workspace/tag-annotation-workspace'; -import FiltersModalContainer from 'containers/annotation-page/top-bar/filters-modal'; +import FiltersModalComponent from 'components/annotation-page/top-bar/filters-modal'; import StatisticsModalContainer from 'containers/annotation-page/top-bar/statistics-modal'; import AnnotationTopBarContainer from 'containers/annotation-page/top-bar/top-bar'; import { Workspace } from 'reducers/interfaces'; @@ -131,7 +131,7 @@ export default function AnnotationPageComponent(props: Props): JSX.Element { )} - + diff --git a/cvat-ui/src/components/annotation-page/standard-workspace/objects-side-bar/labels-list.tsx b/cvat-ui/src/components/annotation-page/standard-workspace/objects-side-bar/labels-list.tsx index b0955de0..99ee07ea 100644 --- a/cvat-ui/src/components/annotation-page/standard-workspace/objects-side-bar/labels-list.tsx +++ b/cvat-ui/src/components/annotation-page/standard-workspace/objects-side-bar/labels-list.tsx @@ -13,14 +13,12 @@ import GlobalHotKeys from 'utils/mousetrap-react'; function LabelsListComponent(): JSX.Element { const dispatch = useDispatch(); - const { - annotation: { - job: { labels }, - tabContentHeight: listHeight, - annotations: { activatedStateID, states }, - }, - shortcuts: { keyMap }, - } = useSelector((state: CombinedState) => state); + const labels = useSelector((state: CombinedState) => state.annotation.job.labels); + const listHeight = useSelector((state: CombinedState) => state.annotation.tabContentHeight); + const activatedStateID = useSelector((state: CombinedState) => state.annotation.annotations.activatedStateID); + const states = useSelector((state: CombinedState) => state.annotation.annotations.states); + const keyMap = useSelector((state: CombinedState) => state.shortcuts.keyMap); + const labelIDs = labels.map((label: any): number => label.id); const [keyToLabelMapping, setKeyToLabelMapping] = useState>( diff --git a/cvat-ui/src/components/annotation-page/top-bar/filters-modal.tsx b/cvat-ui/src/components/annotation-page/top-bar/filters-modal.tsx index dbc43d52..e1a76101 100644 --- a/cvat-ui/src/components/annotation-page/top-bar/filters-modal.tsx +++ b/cvat-ui/src/components/annotation-page/top-bar/filters-modal.tsx @@ -23,19 +23,15 @@ const { FieldDropdown } = AntdWidgets; const FILTERS_HISTORY = 'annotationFiltersHistory'; -interface Props { - visible: boolean; -} - interface StoredFilter { id: string; logic: JsonLogicTree; } -export default function FiltersModalComponent(props: Props): JSX.Element { - const { visible } = props; - const { labels } = useSelector((state: CombinedState) => state.annotation.job); - const { filters: activeFilters } = useSelector((state: CombinedState) => state.annotation.annotations); +function FiltersModalComponent(): JSX.Element { + const labels = useSelector((state: CombinedState) => state.annotation.job.labels); + const activeFilters = useSelector((state: CombinedState) => state.annotation.annotations.filters); + const visible = useSelector((state: CombinedState) => state.annotation.filtersPanelVisible); const getConvertedInputType = (inputType: string): string => { switch (inputType) { @@ -234,18 +230,23 @@ export default function FiltersModalComponent(props: Props): JSX.Element { const menu = ( {filters - .filter((filter: StoredFilter) => { - const tree = QbUtils.loadFromJsonLogic(filter.logic, config); - return !!QbUtils.queryString(tree, config); - }) .map((filter: StoredFilter) => { + // if a logic received from local storage does not correspond to current config + // which depends on label specification + // (it can be when history from another task with another specification or when label was removed) + // loadFromJsonLogic() prints a warning to console + // the are not ways to configure this behaviour + const tree = QbUtils.loadFromJsonLogic(filter.logic, config); - return ( - setState({ tree, config })}> - {QbUtils.queryString(tree, config)} - - ); - })} + const queryString = QbUtils.queryString(tree, config); + return { tree, queryString, filter }; + }) + .filter(({ queryString }) => !!queryString) + .map(({ filter, tree, queryString }) => ( + setState({ tree, config })}> + {queryString} + + ))} ); @@ -286,3 +287,5 @@ export default function FiltersModalComponent(props: Props): JSX.Element { ); } + +export default React.memo(FiltersModalComponent); diff --git a/cvat-ui/src/components/annotation-page/top-bar/right-group.tsx b/cvat-ui/src/components/annotation-page/top-bar/right-group.tsx index b91e575f..c4727e6a 100644 --- a/cvat-ui/src/components/annotation-page/top-bar/right-group.tsx +++ b/cvat-ui/src/components/annotation-page/top-bar/right-group.tsx @@ -47,8 +47,8 @@ function RightGroup(props: Props): JSX.Element { isTrainingActive, showFilters, } = props; - predictor.annotationAmount = predictor.annotationAmount ? predictor.annotationAmount : 0; - predictor.mediaAmount = predictor.mediaAmount ? predictor.mediaAmount : 0; + const annotationAmount = predictor.annotationAmount || 0; + const mediaAmount = predictor.mediaAmount || 0; const formattedScore = `${(predictor.projectScore * 100).toFixed(0)}%`; const predictorTooltip = (
@@ -65,15 +65,15 @@ function RightGroup(props: Props): JSX.Element {
Annotations amount: - {predictor.annotationAmount} + {annotationAmount}
Media amount: - {predictor.mediaAmount} + {mediaAmount}
- {predictor.annotationAmount > 0 ? ( + {annotationAmount > 0 ? ( Model mAP is {' '} @@ -139,7 +139,7 @@ function RightGroup(props: Props): JSX.Element { - {predictor.annotationAmount ? `mAP ${formattedScore}` : 'not trained'} + {annotationAmount ? `mAP ${formattedScore}` : 'not trained'} )}