satellite_imagery/docker-compose.yaml at master · FieteO/satellite_imagery · GitHub

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# https://docs.docker.com/compose/compose-file/compose-file-v3/
version: "3.7"

services:
  tf_serving_backend:
    image: tensorflow/serving
    container_name: tf_serving_backend
    ports:
      - "8501:8501"
    environment:
      - MODEL_NAME=unet
      # Enable request logging
      - TF_CPP_VMODULE=http_server=1
    volumes:
      - type: bind
        source: ./demo/models/unet/
        target: /models/unet
        volume:
          nocopy: true
      - type: bind
        source: ./demo/models/segnet/
        target: /models/segnet
        volume:
          nocopy: true
  flask_frontend:
    build: demo/flask_server
    container_name: flask_frontend
    environment:
      DEBUG: ${DEBUG}
      SERVING_CONTAINER: tf_serving_backend
      SERVING_PORT: 8501
    ports:
      - 80:80
      - 5000:5000
    volumes:
      - type: bind
        source: ./${DATASET_DIR}/
        target: /usr/src/app/dataset/
        volume:
          nocopy: true
    depends_on:
      - tf_serving_backend