DenseNet API

This is a web-service for retrieving image classifications from a pre-trained DenseNet model

Developer Setup

Recommended installation:

• Install Miniconda
• Create a new python environment create -n densenetapi python=3.9
• Install the requirements pip install -r requirements.txt

Tests

• Install testing dependencies pip install -r ./tests/requirements.txt
• Run tests python -m pytest ./tests

Deployment

• Run uvicorn densenetapi:app

Sources

• https://fastapi.tiangolo.com/
• https://pytorch.org/hub/pytorch_vision_densenet/
• https://stackoverflow.com/questions/26070547/decoding-base64-from-post-to-use-in-pil
• https://stackoverflow.com/questions/606191/convert-bytes-to-a-string
• https://stackoverflow.com/questions/48229318/how-to-convert-image-pil-into-base64-without-saving