TensorFlow Serving with Docker

docker run -it -p 8500:8500 -p 8501:8501 -v <absolute path to model's parent directory>:/home/ tensorflow/serving:nightly-devel

tensorflow_model_server --rest_api_port=8501 --model_name=fer2013 --model_base_path="/home/fer2013/models/"

Download Facial Expression model

The tree structure of the model's directory

└── fer2013
    └── models
        └── 1
            ├── saved_model.pb
            └── variables