212 lines
42 KiB
YAML
212 lines
42 KiB
YAML
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metadata:
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name: pth-mmpose-hrnet32
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namespace: cvat
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annotations:
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name: Human pose estimation
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type: detector
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spec: |
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}
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]
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spec:
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||
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description: Whole Body points
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|
runtime: 'python:3.8'
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handler: main:handler
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||
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|
eventTimeout: 30s
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||
|
|
|
||
|
|
build:
|
||
|
|
image: cvat.pth.mmpose.hrnet32
|
||
|
|
baseImage: python:3.8
|
||
|
|
|
||
|
|
directives:
|
||
|
|
preCopy:
|
||
|
|
- kind: RUN
|
||
|
|
value: apt update && apt install -y git libgl1 --no-install-recommends && rm -rf /var/lib/apt/lists/*
|
||
|
|
- kind: WORKDIR
|
||
|
|
value: /opt/nuclio
|
||
|
|
- kind: RUN
|
||
|
|
value: pip install openmim torch==2.0.0+cpu torchvision==0.15.1+cpu --extra-index-url https://download.pytorch.org/whl/cpu
|
||
|
|
- kind: RUN
|
||
|
|
value: mim install mmcv==2.0.1 mmdet==3.2.0 mmpose==1.2.0
|
||
|
|
- kind: RUN
|
||
|
|
value: git clone -b v1.2.0 --depth=1 https://github.com/open-mmlab/mmpose.git
|
||
|
|
- kind: ADD
|
||
|
|
value: https://download.openmmlab.com/mmpose/v1/wholebody_2d_keypoint/ubody/td-hm_hrnet-w32_8xb64-210e_ubody-coco-256x192-7c227391_20230807.pth ./
|
||
|
|
- kind: ADD
|
||
|
|
value: https://download.openmmlab.com/mmpose/v1/projects/rtmpose/rtmdet_nano_8xb32-100e_coco-obj365-person-05d8511e.pth ./
|
||
|
|
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||
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|
triggers:
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||
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|
myHttpTrigger:
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||
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|
numWorkers: 2
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||
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|
kind: 'http'
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||
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|
workerAvailabilityTimeoutMilliseconds: 10000
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||
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|
attributes:
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|
maxRequestBodySize: 33554432 # 32MB
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platform:
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||
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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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