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87 lines
2.6 KiB
YAML
87 lines
2.6 KiB
YAML
metadata:
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name: openvino-omz-semantic-segmentation-adas-0001
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namespace: cvat
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annotations:
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name: Semantic segmentation for ADAS
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type: detector
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framework: openvino
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spec: |
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[
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{ "id": 0, "name": "road" },
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{ "id": 1, "name": "sidewalk" },
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{ "id": 2, "name": "building" },
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{ "id": 3, "name": "wall" },
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{ "id": 4, "name": "fence" },
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{ "id": 5, "name": "pole" },
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{ "id": 6, "name": "traffic light" },
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{ "id": 7, "name": "traffic sign" },
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{ "id": 8, "name": "vegetation" },
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{ "id": 9, "name": "terrain" },
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{ "id": 10, "name": "sky" },
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{ "id": 11, "name": "person" },
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{ "id": 12, "name": "rider" },
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{ "id": 13, "name": "car" },
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{ "id": 14, "name": "truck" },
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{ "id": 15, "name": "bus" },
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{ "id": 16, "name": "train" },
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{ "id": 17, "name": "motorcycle" },
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{ "id": 18, "name": "bicycle" },
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{ "id": 19, "name": "ego-vehicle" },
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{ "id": 20, "name": "background" }
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]
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spec:
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description: Segmentation network to classify each pixel into typical 20 classes for ADAS
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runtime: 'python:3.6'
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handler: main:handler
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eventTimeout: 30s
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env:
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- name: NUCLIO_PYTHON_EXE_PATH
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value: /opt/nuclio/common/openvino/python3
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volumes:
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- volume:
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name: openvino-common
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configMap:
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name: "cvat-nuclio-openvino-common"
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defaultMode: 0750
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volumeMount:
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name: openvino-common
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mountPath: /opt/nuclio/common/openvino
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build:
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image: cvat.openvino.omz.intel.semantic-segmentation-adas-0001
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baseImage: openvino/ubuntu18_dev:2020.2
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directives:
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preCopy:
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- kind: USER
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value: root
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- kind: WORKDIR
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value: /opt/nuclio
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- kind: RUN
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value: ln -s /usr/bin/pip3 /usr/bin/pip
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- kind: RUN
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value: /opt/intel/openvino/deployment_tools/open_model_zoo/tools/downloader/downloader.py --name semantic-segmentation-adas-0001 -o /opt/nuclio/open_model_zoo
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postCopy:
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- kind: RUN
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value: apt update && DEBIAN_FRONTEND=noninteractive apt install --no-install-recommends -y python3-skimage
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- kind: RUN
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value: pip3 install "numpy<1.16.0" # workaround for skimage
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triggers:
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myHttpTrigger:
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maxWorkers: 2
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kind: 'http'
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workerAvailabilityTimeoutMilliseconds: 10000
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attributes:
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maxRequestBodySize: 33554432 # 32MB
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platform:
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attributes:
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restartPolicy:
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name: always
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maximumRetryCount: 3
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mountMode: volume
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