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57 lines
1.5 KiB
YAML
57 lines
1.5 KiB
YAML
metadata:
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name: pth.foolwood.siammask
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namespace: cvat
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annotations:
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name: SiamMask
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type: tracker
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spec:
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framework: pytorch
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spec:
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description: Fast Online Object Tracking and Segmentation
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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: PYTHONPATH
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value: /opt/nuclio/SiamMask:/opt/nuclio/SiamMask/experiments/siammask_sharp
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build:
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image: cvat/pth.foolwood.siammask
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baseImage: continuumio/miniconda3
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directives:
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preCopy:
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- kind: WORKDIR
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value: /opt/nuclio
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- kind: RUN
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value: conda create -y -n siammask python=3.6
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- kind: SHELL
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value: '["conda", "run", "-n", "siammask", "/bin/bash", "-c"]'
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- kind: RUN
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value: git clone https://github.com/foolwood/SiamMask.git
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- kind: RUN
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value: pip install -r SiamMask/requirements.txt jsonpickle
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- kind: RUN
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value: conda install -y gcc_linux-64
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- kind: RUN
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value: cd SiamMask && bash make.sh && cd -
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- kind: RUN
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value: wget -P SiamMask/experiments/siammask_sharp http://www.robots.ox.ac.uk/~qwang/SiamMask_DAVIS.pth
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- kind: ENTRYPOINT
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value: '["conda", "run", "-n", "siammask"]'
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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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