RestNet50 + FastAPI + Streamlit

Developing a RESTful API using FastAPI to accept an image and return the image type using the ResNet50 (ImageNet) model.

• Using pre-trained model RestNet50

• API data contract:

  • Port: 8000
  • URL:http://localhost:8000/classify
  • Method: POST
  • Parameters: image_file

• Dashboard using Streamlit for animal image prediction.

Predictions

Cat.

Dog