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function.yaml
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function.yaml
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metadata:
name: openvino-omz-public-faster_rcnn_inception_v2_coco
namespace: cvat
annotations:
name: Faster RCNN
type: detector
framework: openvino
spec: |
[
{ "id": 1, "name": "person" },
{ "id": 2, "name": "bicycle" },
{ "id": 3, "name": "car" },
{ "id": 4, "name": "motorcycle" },
{ "id": 5, "name": "airplane" },
{ "id": 6, "name": "bus" },
{ "id": 7, "name": "train" },
{ "id": 8, "name": "truck" },
{ "id": 9, "name": "boat" },
{ "id":10, "name": "traffic_light" },
{ "id":11, "name": "fire_hydrant" },
{ "id":13, "name": "stop_sign" },
{ "id":14, "name": "parking_meter" },
{ "id":15, "name": "bench" },
{ "id":16, "name": "bird" },
{ "id":17, "name": "cat" },
{ "id":18, "name": "dog" },
{ "id":19, "name": "horse" },
{ "id":20, "name": "sheep" },
{ "id":21, "name": "cow" },
{ "id":22, "name": "elephant" },
{ "id":23, "name": "bear" },
{ "id":24, "name": "zebra" },
{ "id":25, "name": "giraffe" },
{ "id":27, "name": "backpack" },
{ "id":28, "name": "umbrella" },
{ "id":31, "name": "handbag" },
{ "id":32, "name": "tie" },
{ "id":33, "name": "suitcase" },
{ "id":34, "name": "frisbee" },
{ "id":35, "name": "skis" },
{ "id":36, "name": "snowboard" },
{ "id":37, "name": "sports_ball" },
{ "id":38, "name": "kite" },
{ "id":39, "name": "baseball_bat" },
{ "id":40, "name": "baseball_glove" },
{ "id":41, "name": "skateboard" },
{ "id":42, "name": "surfboard" },
{ "id":43, "name": "tennis_racket" },
{ "id":44, "name": "bottle" },
{ "id":46, "name": "wine_glass" },
{ "id":47, "name": "cup" },
{ "id":48, "name": "fork" },
{ "id":49, "name": "knife" },
{ "id":50, "name": "spoon" },
{ "id":51, "name": "bowl" },
{ "id":52, "name": "banana" },
{ "id":53, "name": "apple" },
{ "id":54, "name": "sandwich" },
{ "id":55, "name": "orange" },
{ "id":56, "name": "broccoli" },
{ "id":57, "name": "carrot" },
{ "id":58, "name": "hot_dog" },
{ "id":59, "name": "pizza" },
{ "id":60, "name": "donut" },
{ "id":61, "name": "cake" },
{ "id":62, "name": "chair" },
{ "id":63, "name": "couch" },
{ "id":64, "name": "potted_plant" },
{ "id":65, "name": "bed" },
{ "id":67, "name": "dining_table" },
{ "id":70, "name": "toilet" },
{ "id":72, "name": "tv" },
{ "id":73, "name": "laptop" },
{ "id":74, "name": "mouse" },
{ "id":75, "name": "remote" },
{ "id":76, "name": "keyboard" },
{ "id":77, "name": "cell_phone" },
{ "id":78, "name": "microwave" },
{ "id":79, "name": "oven" },
{ "id":80, "name": "toaster" },
{ "id":81, "name": "sink" },
{ "id":83, "name": "refrigerator" },
{ "id":84, "name": "book" },
{ "id":85, "name": "clock" },
{ "id":86, "name": "vase" },
{ "id":87, "name": "scissors" },
{ "id":88, "name": "teddy_bear" },
{ "id":89, "name": "hair_drier" },
{ "id":90, "name": "toothbrush" }
]
spec:
description: Faster RCNN inception v2 COCO via Intel OpenVINO toolkit
runtime: 'python:3.6'
handler: main:handler
eventTimeout: 30s
env:
- name: NUCLIO_PYTHON_EXE_PATH
value: /opt/nuclio/common/openvino/python3
build:
image: cvat/openvino.omz.public.faster_rcnn_inception_v2_coco
baseImage: openvino/ubuntu18_dev:2020.2
directives:
preCopy:
- kind: USER
value: root
- kind: WORKDIR
value: /opt/nuclio
- kind: RUN
value: ln -s /usr/bin/pip3 /usr/bin/pip
- kind: RUN
value: /opt/intel/openvino/deployment_tools/open_model_zoo/tools/downloader/downloader.py --name faster_rcnn_inception_v2_coco -o /opt/nuclio/open_model_zoo
- kind: RUN
value: /opt/intel/openvino/deployment_tools/open_model_zoo/tools/downloader/converter.py --name faster_rcnn_inception_v2_coco --precisions FP32 -d /opt/nuclio/open_model_zoo -o /opt/nuclio/open_model_zoo
triggers:
myHttpTrigger:
maxWorkers: 2
kind: 'http'
workerAvailabilityTimeoutMilliseconds: 10000
attributes:
maxRequestBodySize: 33554432 # 32MB
platform:
attributes:
restartPolicy:
name: always
maximumRetryCount: 3
mountMode: volume