enigmaceo/svm

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