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Streamlit Web Classifier

This project is a simple image classification web application built using Streamlit. It was developed as a learning project by following an online tutorial.

Features

  • Upload an image (JPG or PNG)
  • The application uses a trained model to classify the image into one of the 10 CIFAR-10 classes.
  • Displays the uploaded image.
  • Shows a bar chart of the prediction probabilities for each class.

Classes

The model can classify images into the following 10 categories:

  • Airplane
  • Automobile
  • Bird
  • Cat
  • Deer
  • Dog
  • Frog
  • Horse
  • Ship
  • Truck

Acknowledgements

This project was created by following a tutorial on building machine learning applications with Streamlit. Link to tutorial: https://youtu.be/_Syn5SpWgZ0?feature=shared

About

This is a simple web classifier application built with Streamlit. This project was created as a learning exercise, following a tutorial. The application can classify images from the CIFAR-10 dataset.

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