README.md

metadata

title: Cat vs Dog Classifier
emoji: 🐱🐶
colorFrom: blue
colorTo: purple
sdk: gradio
sdk_version: 4.44.0
app_file: app.py
pinned: false
license: mit

Cat vs Dog Classifier

This is a computer vision model that classifies images as either cats or dogs using EfficientNet-B1 architecture.

How to use

1. Upload an image of a cat or dog
2. Click the "Submit" button
3. Get the prediction with confidence scores

Model Details

• Architecture: EfficientNet-B1
• Training Data: Cats vs Dogs dataset
• Input Size: 224x224 pixels
• Classes: Cat, Dog

Performance

The model achieves high accuracy on the test set and can handle various lighting conditions, poses, and breeds.