mazshar/MLEng_Coding_Challenge

ML Engineering Coding Challenge

This is a Python project designed for Python version >=3.6.

Setup

The following commands install the necessary tools:

pip install -r requirements.txt

Running API server

To run the FastAPI server:

python api.py

You can now use curl to send requests:

curl -X 'POST' \
  'http://127.0.0.1:8000/predict' \
  -H 'accept: application/json' \
  -H 'Content-Type: application/json' \
  -d '{
  "image": "images/dog.jpg"
}'

You should get a response with response code 200 and 'standard poodle' message.

Running unit tests

To run the tests:

pytest