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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:

  • Dashboard using Streamlit for animal image prediction.

Predictions

Cat. Cat Prediction

Dog Dog Prediction