- Ability to work with data on the fly (https://github.com/opencv/cvat/pull/2007)
- Ability to work with data on the fly (<https://github.com/opencv/cvat/pull/2007>)
- Annotation in process outline color wheel (<https://github.com/opencv/cvat/pull/2084>)
- On the fly annotation using DL detectors (<https://github.com/opencv/cvat/pull/2102>)
- Displaying automatic annotation progress on a task view (<https://github.com/opencv/cvat/pull/2148>)
- Automatic tracking of bounding boxes using serverless functions (<https://github.com/opencv/cvat/pull/2136>)
- [Datumaro] CLI command for dataset equality comparison (<https://github.com/opencv/cvat/pull/1989>)
- [Datumaro] Merging of datasets with different labels (<https://github.com/opencv/cvat/pull/2098>)
- \[Datumaro] CLI command for dataset equality comparison (<https://github.com/opencv/cvat/pull/1989>)
- \[Datumaro] Merging of datasets with different labels (<https://github.com/opencv/cvat/pull/2098>)
- Add FBRS interactive segmentation serverless function (<https://github.com/openvinotoolkit/cvat/pull/2094>)
- Ability to change default behaviour of previous/next buttons of a player.
It supports regular navigation, searching a frame according to annotations
@ -213,7 +213,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
- Used Ubuntu:20.04 as a base image for CVAT Dockerfile (<https://github.com/opencv/cvat/pull/2101>)
- Right colors of label tags in label mapping when a user runs automatic detection (<https://github.com/openvinotoolkit/cvat/pull/2162>)
- Nuclio became an optional component of CVAT (<https://github.com/openvinotoolkit/cvat/pull/2192>)
- A key to remove a point from a polyshape [Ctrl => Alt] (<https://github.com/openvinotoolkit/cvat/pull/2204>)
- A key to remove a point from a polyshape (Ctrl => Alt) (<https://github.com/openvinotoolkit/cvat/pull/2204>)
- Updated `docker-compose` file version from `2.3` to `3.3`(<https://github.com/openvinotoolkit/cvat/pull/2235>)
- Added auto inference of url schema from host in CLI, if provided (<https://github.com/openvinotoolkit/cvat/pull/2240>)
- Track frames in skips between annotation is presented in MOT and MOTS formats are marked `outside` (<https://github.com/openvinotoolkit/cvat/pull/2198>)
@ -245,15 +245,15 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
- 'List of tasks' Kibana visualization (<https://github.com/openvinotoolkit/cvat/pull/2361>)
- An error on exporting not `jpg` or `png` images in TF Detection API format (<https://github.com/openvinotoolkit/datumaro/issues/35>)
## [1.1.0] - 2020-08-31
## \[1.1.0] - 2020-08-31
### Added
- Siammask tracker as DL serverless function (<https://github.com/opencv/cvat/pull/1988>)
- [Datumaro] Added model info and source info commands (<https://github.com/opencv/cvat/pull/1973>)
- Added canvas background color selector (<https://github.com/opencv/cvat/pull/1705>)
- SCSS files linting with Stylelint tool (<https://github.com/opencv/cvat/pull/1766>)
- Supported import and export or single boxes in MOT format (https://github.com/opencv/cvat/pull/1764)
- [Datumaro] Added `stats` command, which shows some dataset statistics
like image mean and std (https://github.com/opencv/cvat/pull/1734)
- Supported import and export or single boxes in MOT format (<https://github.com/opencv/cvat/pull/1764>)
- \[Datumaro] Added `stats` command, which shows some dataset statistics
like image mean and std (<https://github.com/opencv/cvat/pull/1734>)
- Add option to upload annotations upon task creation on CLI
- Polygon and polylines interpolation (<https://github.com/opencv/cvat/pull/1571>)
- Ability to redraw shape from scratch (Shift + N) for an activated shape (<https://github.com/opencv/cvat/pull/1571>)
@ -347,9 +347,9 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
- Added new tag annotation workspace (<https://github.com/opencv/cvat/pull/1570>)
- Appearance block in attribute annotation mode (<https://github.com/opencv/cvat/pull/1820>)
- Keyframe navigations and some switchers in attribute annotation mode (<https://github.com/opencv/cvat/pull/1820>)
- [Datumaro] Added `convert` command to convert datasets directly (<https://github.com/opencv/cvat/pull/1837>)
- [Datumaro] Added an option to specify image extension when exporting datasets (<https://github.com/opencv/cvat/pull/1799>)
- [Datumaro] Added image copying when exporting datasets, if possible (<https://github.com/opencv/cvat/pull/1799>)
- \[Datumaro] Added `convert` command to convert datasets directly (<https://github.com/opencv/cvat/pull/1837>)
- \[Datumaro] Added an option to specify image extension when exporting datasets (<https://github.com/opencv/cvat/pull/1799>)
- \[Datumaro] Added image copying when exporting datasets, if possible (<https://github.com/opencv/cvat/pull/1799>)
### Changed
@ -359,10 +359,10 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
- Settings page move to the modal. (<https://github.com/opencv/cvat/pull/1705>)
- Implemented import and export of annotations with relative image paths (<https://github.com/opencv/cvat/pull/1463>)
- Using only single click to start editing or remove a point (<https://github.com/opencv/cvat/pull/1571>)
- Added support for attributes in VOC XML format (https://github.com/opencv/cvat/pull/1792)
- Added annotation attributes in COCO format (https://github.com/opencv/cvat/pull/1782)
- Added support for attributes in VOC XML format (<https://github.com/opencv/cvat/pull/1792>)
- Added annotation attributes in COCO format (<https://github.com/opencv/cvat/pull/1782>)
- Colorized object items in the side panel (<https://github.com/opencv/cvat/pull/1753>)
- [Datumaro] Annotation-less files are not generated anymore in COCO format, unless tasks explicitly requested (<https://github.com/opencv/cvat/pull/1799>)
- \[Datumaro] Annotation-less files are not generated anymore in COCO format, unless tasks explicitly requested (<https://github.com/opencv/cvat/pull/1799>)
### Fixed
@ -389,7 +389,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
- SQL injection in Django `CVE-2020-9402` (<https://github.com/opencv/cvat/pull/1657>)
## [1.0.0] - 2020-05-29
## \[1.0.0] - 2020-05-29
### Added
@ -426,7 +426,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
- Added directory removal on error during `extract` command (<https://github.com/opencv/cvat/pull/1352>)
- Added debug error message on incorrect XPath (<https://github.com/opencv/cvat/pull/1352>)
@ -451,7 +451,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
- Permission group whitelist check for analytics view (<https://github.com/opencv/cvat/pull/1608>)
## [1.0.0-beta.2] - 2020-04-30
## \[1.0.0-beta.2] - 2020-04-30
### Added
@ -463,13 +463,13 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
### Removed
- Annotation convertation utils, currently supported natively via Datumaro framework
(https://github.com/opencv/cvat/pull/1477)
(<https://github.com/opencv/cvat/pull/1477>)
### Fixed
- Auto annotation, TF annotation and Auto segmentation apps (https://github.com/opencv/cvat/pull/1409)
- Auto annotation, TF annotation and Auto segmentation apps (<https://github.com/opencv/cvat/pull/1409>)
- Import works with truncated images now: "OSError:broken data stream" on corrupt images
(https://github.com/opencv/cvat/pull/1430)
(<https://github.com/opencv/cvat/pull/1430>)
- Hide functionality (H) doesn't work (<https://github.com/opencv/cvat/pull/1445>)
- The highlighted attribute doesn't correspond to the chosen attribute in AAM (<https://github.com/opencv/cvat/pull/1445>)
- Inconvinient image shaking while drawing a polygon (hold Alt key during drawing/editing/grouping to drag an image) (<https://github.com/opencv/cvat/pull/1445>)
@ -477,13 +477,13 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
- Block of text information doesn't disappear after deactivating for locked shapes (<https://github.com/opencv/cvat/pull/1445>)
- Annotation uploading fails in annotation view (<https://github.com/opencv/cvat/pull/1445>)
- UI freezes after canceling pasting with escape (<https://github.com/opencv/cvat/pull/1445>)
- Duplicating keypoints in COCO export (https://github.com/opencv/cvat/pull/1435)
- Duplicating keypoints in COCO export (<https://github.com/opencv/cvat/pull/1435>)
- CVAT new UI: add arrows on a mouse cursor (<https://github.com/opencv/cvat/pull/1391>)
- Delete point bug (in new UI) (<https://github.com/opencv/cvat/pull/1440>)
- Fix apache startup after PC restart (https://github.com/opencv/cvat/pull/1467)
- Open task button doesn't work (https://github.com/opencv/cvat/pull/1474)
- Fix apache startup after PC restart (<https://github.com/opencv/cvat/pull/1467>)
- Open task button doesn't work (<https://github.com/opencv/cvat/pull/1474>)
## [1.0.0-beta.1] - 2020-04-15
## \[1.0.0-beta.1] - 2020-04-15
### Added
@ -492,12 +492,12 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
- Ability to display a bitmap in the new UI
- Button to reset colors settings (brightness, saturation, contrast) in the new UI
- Option to display shape text always
- Dedicated message with clarifications when share is unmounted (https://github.com/opencv/cvat/pull/1373)
- Ability to create one tracked point (https://github.com/opencv/cvat/pull/1383)
- Dedicated message with clarifications when share is unmounted (<https://github.com/opencv/cvat/pull/1373>)
- Ability to create one tracked point (<https://github.com/opencv/cvat/pull/1383>)
- Ability to draw/edit polygons and polylines with automatic bordering feature
(https://github.com/opencv/cvat/pull/1394)
(<https://github.com/opencv/cvat/pull/1394>)
- Tutorial: instructions for CVAT over HTTPS
- Deep extreme cut (semi-automatic segmentation) to the new UI (https://github.com/opencv/cvat/pull/1398)
- Deep extreme cut (semi-automatic segmentation) to the new UI (<https://github.com/opencv/cvat/pull/1398>)
### Changed
@ -517,38 +517,38 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
- Hidden points (or outsided) are visible after changing a frame
- Merge is allowed for points, but clicks on points conflict with frame dragging logic
- Removed objects are visible for search
- Add missed task_id and job_id fields into exception logs for the new UI (https://github.com/opencv/cvat/pull/1372)
- UI fails when annotations saving occurs during drag/resize/edit (https://github.com/opencv/cvat/pull/1383)
- Add missed task_id and job_id fields into exception logs for the new UI (<https://github.com/opencv/cvat/pull/1372>)
- UI fails when annotations saving occurs during drag/resize/edit (<https://github.com/opencv/cvat/pull/1383>)
- Multiple savings when hold Ctrl+S (a lot of the same copies of events were sent with the same working time)
(https://github.com/opencv/cvat/pull/1383)
- UI doesn't have any reaction when git repos synchronization failed (https://github.com/opencv/cvat/pull/1383)
- Bug when annotations cannot be saved after (delete - save - undo - save) (https://github.com/opencv/cvat/pull/1383)
- VOC format exports Upper case labels correctly in lower case (https://github.com/opencv/cvat/pull/1379)
- Fixed polygon exporting bug in COCO dataset (https://github.com/opencv/cvat/issues/1387)
- Task creation from remote files (https://github.com/opencv/cvat/pull/1392)
(<https://github.com/opencv/cvat/pull/1383>)
- UI doesn't have any reaction when git repos synchronization failed (<https://github.com/opencv/cvat/pull/1383>)
- Bug when annotations cannot be saved after (delete - save - undo - save) (<https://github.com/opencv/cvat/pull/1383>)
- VOC format exports Upper case labels correctly in lower case (<https://github.com/opencv/cvat/pull/1379>)
- Fixed polygon exporting bug in COCO dataset (<https://github.com/opencv/cvat/issues/1387>)
- Task creation from remote files (<https://github.com/opencv/cvat/pull/1392>)
- Job cannot be opened in some cases when the previous job was failed during opening
(https://github.com/opencv/cvat/issues/1403)
- Deactivated shape is still highlighted on the canvas (https://github.com/opencv/cvat/issues/1403)
- AttributeError: 'tuple' object has no attribute 'read' in ReID algorithm (https://github.com/opencv/cvat/issues/1403)
- Wrong semi-automatic segmentation near edges of an image (https://github.com/opencv/cvat/issues/1403)
@ -49,4 +49,5 @@ Detectors are used to automatically annotate one frame. Supported DL models are
- This action will automatically annotates one frame.
In the [Automatic annotation](/docs/for-users/user-guide/advanced/automatic-annotation/) section you can read how to make automatic annotation of all frames.
In the [Automatic annotation](/docs/for-users/user-guide/advanced/automatic-annotation/) section you can read
To edit a polygon you have to click on it while holding `Shift`, it will open the polygon editor.
- In the editor you can create new points or delete part of a polygon by closing the line on another point.
- When `Intelligent polygon cropping` option is activated in the settings, СVAT considers two criteria to decide which part of a polygon should be cut off during automatic editing.
- When `Intelligent polygon cropping` option is activated in the settings,
СVAT considers two criteria to decide which part of a polygon should be cut off during automatic editing.
- The first criteria is a number of cut points.
- The second criteria is a length of a cut curve.
If both criteria recommend to cut the same part, algorithm works automatically, and if not, a user has to make the decision.
If you want to choose manually which part of a polygon should be cut off, disable `Intelligent polygon cropping` in the settings. In this case after closing the polygon, you can select the part of the polygon you want to leave.
If both criteria recommend to cut the same part, algorithm works automatically,
and if not, a user has to make the decision.
If you want to choose manually which part of a polygon should be cut off,
disable `Intelligent polygon cropping` in the settings.
In this case after closing the polygon, you can select the part of the polygon you want to leave.
When you create a task, you can provide the images with additional contextual images.
To do this, create a folder related_images and place a folder with a contextual image in it (make sure the folder has the same name as the image to which it should be tied).
To do this, create a folder related_images and place a folder with a contextual image in it
(make sure the folder has the same name as the image to which it should be tied).
An example of the structure:
- root_directory
@ -22,12 +23,14 @@ An example of the structure:
- image_3_to_be_annotated_jpg/
- context_image_for_image_3.jpg
The contextual image is displayed in the upper right corner of the workspace. You can hide it by clicking on the corresponding button or maximize the image by clicking on it.
The contextual image is displayed in the upper right corner of the workspace.
You can hide it by clicking on the corresponding button or maximize the image by clicking on it.
@ -34,12 +34,12 @@ The "Add rule" button adds a rule for objects display. A rule may use the follow
| `Label` | all the label names that are in the task | label name |
| `Type` | shape, track or tag | type of object |
| `Shape` | all shape types | type of shape |
| `Occluded` | true or false | occluded ([read more](/docs/for-users/user-guide/advanced/shape-mode-advanced/))|
| `Occluded` | true or false | occluded ([read more](/docs/for-users/user-guide/advanced/shape-mode-advanced/))|
| `Width` | number of px or field | shape width |
| `Height` | number of px or field | shape height |
| `ServerID` | number or field | ID of the object on the server <br>(You can find out by forming a link to the object through the Action menu)|
| `ObjectID` | number or field | ID of the object in your client <br>(indicated on the objects sidebar)|
| `Attributes`| some other fields including attributes with a <br>similar type or a specific attribute value| any fields specified by a label |
| `ServerID` | number or field | ID of the object on the server <br>(You can find out by forming a link to the object through the Action menu)|
| `ObjectID` | number or field | ID of the object in your client <br>(indicated on the objects sidebar)|
| `Attributes`| some other fields including attributes with a <br>similar type or a specific attribute value| any fields specified by a label |
**Supported operators for properties:**
@ -57,11 +57,13 @@ Some properties support two types of values that you can choose:
You can add multiple rules, to do so click the add rule button and set another rule. Once you've set a new rule, you'll be able to choose which operator they will be connected by: `And` or `Or`.
You can add multiple rules, to do so click the add rule button and set another rule.
Once you've set a new rule, you'll be able to choose which operator they will be connected by: `And` or `Or`.
All subsequent rules will be joined by the chosen operator. Click `Submit` to apply the filter or if you want multiple rules to be connected by different operators, use groups.
All subsequent rules will be joined by the chosen operator.
Click `Submit` to apply the filter or if you want multiple rules to be connected by different operators, use groups.
The tool based on [Open CV](https://opencv.org/) Computer Vision library which is an open-source product that includes many CV algorithms. Some of these algorithms can be used to simplify the annotation process.
The tool based on [Open CV](https://opencv.org/) Computer Vision library
which is an open-source product that includes many CV algorithms.
Some of these algorithms can be used to simplify the annotation process.
First step to work with OpenCV is to load it into CVAT. Click on the toolbar icon, then click `Load OpenCV`.
@ -13,7 +16,8 @@ Once it is loaded, the tool's functionality will be available.
### Intelligent scissors
Intelligent scissors is an CV method of creating a polygon by placing points with automatic drawing of a line between them.
Intelligent scissors is an CV method of creating a polygon
by placing points with automatic drawing of a line between them.
The distance between the adjacent points is limited by the threshold of action,
displayed as a red square which is tied to the cursor.
@ -27,7 +27,9 @@ or areas in the frame and describe the problem.
- Once all the problems are marked, save the annotation, open the menu and select "submit the review". After that you'll see a form containing the verification statistics, here you can give an assessment of the job and choose further actions:
- Once all the problems are marked, save the annotation, open the menu and select "submit the review".
After that you'll see a form containing the verification statistics,
here you can give an assessment of the job and choose further actions:
- Accept - changes the status of the job to `completed`.
- Review next – passes the job to another user for re-review.
||`Cursor` (`Esc`)- a basic annotation pedacting tool. |
||`Move the image`- a tool for moving around the image without<br/> the possibility of editing.|
||`Rotate`- two buttons to rotate the current frame<br/> a clockwise (`Ctrl+R`) and anticlockwise (`Ctrl+Shift+R`).<br/> You can enable `Rotate all images` in the settings to rotate all the images in the job
||`Rotate`- two buttons to rotate the current frame<br/> a clockwise (`Ctrl+R`) and anticlockwise (`Ctrl+Shift+R`).<br/> You can enable `Rotate all images` in the settings to rotate all the images in the job|
---
@ -23,15 +23,15 @@ weight: 15
**Shapes block** - contains all the tools for creating shapes.
||`Rectangle`|[Shape mode](/docs/for-users/user-guide/basics/shape-mode-basics/); [Track mode](/docs/for-users/user-guide/basics/track-mode-basics/);<br/> [Drawing by 4 points](/docs/for-users/user-guide/advanced/annotation-with-rectangle-by-4-points/)|
||`Polygon`|[Annotation with polygons](/docs/for-users/user-guide/advanced/annotation-with-polygons/); [Track mode with polygons](/docs/for-users/user-guide/advanced/annotation-with-polygons/track-mode-with-polygons/)|
||`Polyline`|[Annotation with polylines](/docs/for-users/user-guide/advanced/annotation-with-polylines/)|
||`Points`|[Annotation with points](/docs/for-users/user-guide/advanced/annotation-with-points/)|
||`Cuboid`|[Annotation with cuboids](/docs/for-users/user-guide/advanced/annotation-with-cuboids/)|
||`Tag`|[Annotation with tags](/docs/for-users/user-guide/advanced/annotation-with-tags/)|
||`Open an issue`|[Review](/docs/for-users/user-guide/advanced/review/) (available only in review mode)|
||`Polygon`|[Annotation with polygons](/docs/for-users/user-guide/advanced/annotation-with-polygons/); [Track mode with polygons](/docs/for-users/user-guide/advanced/annotation-with-polygons/track-mode-with-polygons/)|
||`Polyline`|[Annotation with polylines](/docs/for-users/user-guide/advanced/annotation-with-polylines/)|
||`Points`|[Annotation with points](/docs/for-users/user-guide/advanced/annotation-with-points/)|
||`Cuboid`|[Annotation with cuboids](/docs/for-users/user-guide/advanced/annotation-with-cuboids/)|
||`Tag`|[Annotation with tags](/docs/for-users/user-guide/advanced/annotation-with-tags/)|
||`Open an issue`|[Review](/docs/for-users/user-guide/advanced/review/) (available only in review mode)|
@ -36,7 +36,8 @@ frame. The following figure is an example of how the list might look like:
**Objects** on the side bar
The type of a shape can be changed by selecting **Label** property. For instance, it can look like shown on the figure below:
The type of a shape can be changed by selecting **Label** property.
For instance, it can look like shown on the figure below:
@ -48,7 +49,8 @@ The action menu calls up the button:
The action menu contains:
- `Create object URL` - puts a link to an object on the clipboard. After you open the link, this object will be filtered.
- `Create object URL` - puts a link to an object on the clipboard.
After you open the link, this object will be filtered.
- `Make a copy`- copies an object. The keyboard shortcut is `Ctrl + C``Ctrl + V`.
- `Propagate` - Сopies the form to several frames,
invokes a dialog box in which you can specify the number of copies
@ -99,8 +101,10 @@ this way you will change the label color for all jobs in the task.
**Fast label change**
You can change the label of an object using hot keys. In order to do it, you need to assign a number (from 0 to 9) to labels. By default numbers 1,2...0 are assigned to the first ten labels.
To assign a number, click on the button placed at the right of a label name on the sidebar.
You can change the label of an object using hot keys.
In order to do it, you need to assign a number (from 0 to 9) to labels.
By default numbers 1,2...0 are assigned to the first ten labels.
To assign a number, click on the button placed at the right of a label name on the sidebar.
- Click `Save` to save settings (settings will be saved on the server and will not change after the page is refreshed). Click `Cancel` or press `F2` to return to the annotation.
- Click `Save` to save settings (settings will be saved on the server and will not change after the page is refreshed).
Click `Cancel` or press `F2` to return to the annotation.
@ -55,11 +55,14 @@ Go to the next/previous frame with a predefined step. Shortcuts:
The button to go to the next / previous frame has the customization possibility. To customize, right-click on the button and select one of three options:
The button to go to the next / previous frame has the customization possibility.
To customize, right-click on the button and select one of three options:
1. The default option - go to the next / previous frame (the step is 1 frame).
2. Go to the next / previous frame that has any objects (in particular filtered). Read the [filter](/docs/for-users/user-guide/advanced/filter/) section to know the details how to use it.
3. Go to the next / previous frame without annotation at all. Use this option in cases when you need to find missed frames quickly.
2. Go to the next / previous frame that has any objects (in particular filtered).
Read the [filter](/docs/for-users/user-guide/advanced/filter/) section to know the details how to use it.
3. Go to the next / previous frame without annotation at all.
Use this option in cases when you need to find missed frames quickly.
Nikita Manovich
5 years ago