License Plate Detection Template

detection.yaml

- name: license-detector
    inputs:
      artifacts:
      - name: src
        path: /mnt/src
        git:
          repo: "https://github.com/onepanelio/LicensePlateOcr.git"
      - name: data
        path: /mnt/data/datasets/
        s3:
          key: '{{workflow.namespace}}/{{workflow.parameters.cvat-annotation-path}}'
      - name: models
        path: /mnt/data/models
        s3:
          key: '{{workflow.parameters.detector-path}}'
    outputs:
      artifacts:
      - name: model
        path: /mnt/output
        optional: true
        s3:
          key: '{{workflow.namespace}}/{{workflow.parameters.cvat-output-path}}/{{workflow.name}}'
    container:
      image: '{{workflow.parameters.tf-image}}'
      command: [sh,-c]
      args:
       - |
        && apt update \
        && apt install libgl1-mesa-glx ffmpeg libsm6 libxext6 libglib2.0-0 libxext6 libxrender-dev wget unzip -y \
        && cd /mnt/src/ \
        && pip install -r requirements.txt \
        && python license_detection.py --weights=/mnt/data/models/frozen_inference_graph.pb --dataset=/mnt/data/datasets/images/
      workingDir: /mnt/src
      volumeMounts:
      - name: output
        mountPath: /mnt/output