---
title: Cat vs Dog Classification SVM
emoji: 🐱🐶
colorFrom: blue
colorTo: indigo
sdk: docker
pinned: false
license: mit
app_port: 7860
---

# Cat vs Dog Classification with SVM

This Hugging Face Space provides an interactive web interface for classifying cat and dog images using Support Vector Machines.

## Features

- **Upload & Classify**: Upload cat or dog images for instant classification
- **Real-time Results**: Get predictions with confidence scores
- **Feature Visualization**: See extracted features that led to classification

## Model Information

This application loads the trained SVM model from a separate Model Repository to demonstrate proper separation of concerns.

## Technical Stack

- **Backend**: FastAPI with Python
- **Frontend**: HTML5 + Tailwind CSS
- **Machine Learning**: scikit-learn SVM
- **Deployment**: Docker on Hugging Face Spaces