README.md

metadata

title: Cat or Dog Classifier
emoji: 🐱🐶
colorFrom: yellow
colorTo: green
sdk: gradio
sdk_version: 5.49.1
app_file: app.py
pinned: false
license: apache-2.0

Cat or Dog Classifier 🐱🐶

A simple image classifier built with FastAI that distinguishes between cats and dogs.

Description

This application uses a pre-trained FastAI model to classify images as either cats or dogs. Simply upload an image, and the model will predict whether it contains a cat or a dog, along with confidence scores.

Features

• 🖼️ Upload any cat or dog image
• 🎯 Get instant predictions with confidence scores
• 🚀 Powered by FastAI and Gradio

Tech Stack

• FastAI: Deep learning model training and inference
• Gradio: User-friendly web interface
• Hugging Face Spaces: Deployment platform

Local Development

To run this app locally:

# Install dependencies
pip install -r requirements.txt

# Run the app
python app.py

Model

The model is trained to classify images into two categories:

• 🐶 Dog
• 🐱 Cat