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This is a simple FastAPI and React Webapp that classifies Cat or Dog images with a ResNet18 NN

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Cat-Dog Classifier
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docker
app.py
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Cat-Dog Classifier

This is a FastAPI application that serves a model for classifying images of cats and dogs. The app also includes a React-based frontend served from the same Docker container.

Features

  • Predicts whether an uploaded image is a cat or dog.
  • Shows the prediction percentage.

Usage

  1. Upload an image through the app interface.
  2. The backend processes the image and returns the prediction.

Deployment

This app is deployed using a Docker container on Hugging Face Spaces.

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This is a simple FastAPI and React Webapp that classifies Cat or Dog images with a ResNet18 NN

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