docker-compose.yaml

version: '3'

services:

  tf-serving-image-server:
    container_name: tf-serving-image-server
    image: samnco/tensorflow-serving:latest
    command: tensorflow_model_server --port=9000 --model_name=inception --model_base_path=/bitnami/model-data
    ports:
      - 9000:9000
    volumes:
      - '/tmp/model-serving:/bitnami/tensorflow-serving'
      - '/tmp/model-data:/bitnami/model-data'
    networks:
      - tf_serving_image

  tf-image-resizer:
    container_name: tf-image-resizer
    image: ronhanson/tensorflow-image-resizer:latest
    networks:
      - tf_serving_image
    ports:
      - "5051:5051"
    environment:
      - TF_SERVERS="My CPU Server:tf-serving-image-server:9000"
    depends_on:
      - tf-serving-image-server

networks:
  tf_serving_image:
    driver: bridge