flask_model_serving_practice

Execute app in local

1. in terminal FLASK_APP=simpleClassifiler
2. Enter simpleClassifier folder
3. in terminal flask run
4. Open another terminal
5. in another terminal python test.py

result : {'class_id': 'n02504458', 'class_name': 'African_elephant'}

Using docker

1. docker build -t alynlee/flask-example ./
2. docker run -it -p 5000:5000 alynlee/flask-example
3. Open another terminal
4. in another terminal curl -X POST -F "file=@simpleClassifiler/img/elephant.jpeg" dockerIP:PORT/predict

result : { "class_id": "n02504458", "class_name": "African_elephant" }