Note: This is a project for learning purposes only. The concepts applied here are not necessarily proposed for a production environment.

Grad-CAM APP is a project for demonstrate how to use streamlit and starlette in an application that explain image classifications using heatmaps.

How run the app 🚀

1. docker compose up

2. Take a cup of coffee ☕️

3. localhost:8501 🔗

Grad CAM

Grad-CAM is an Explainable AI technique that can be used in any convolutional neural network regardless of its architecture.

I wrote a post explaining how this technique works, you can find it on my medium page.

The implementation of this application was inspired by a keras tutorial.