suyashsahu00/pet-poultry-disease-classifier
<h1 align="center">🐾 Pet & Poultry Disease Classifier</h1> <p align="center"><em>Deep learning-powered disease detection for cats, dogs, and chickens — classify 30+ diseases from a single image in seconds</em></p>
<p align="center"> <img src="https://img.shields.io/badge/Python-3.10-3776AB?style=flat-square&logo=python&logoColor=white"/> <img src="https://img.shields.io/badge/Flask-3.x-000000?style=flat-square&logo=flask&logoColor=white"/> <img src="https://img.shields.io/badge/PyTorch-2.x-EE4C2C?style=flat-square&logo=pytorch&logoColor=white"/> <img src="https://img.shields.io/badge/EfficientNet-B0-8B5CF6?style=flat-square"/> <img src="https://img.shields.io/badge/HuggingFace-Spaces-FFD21E?style=flat-square&logo=huggingface&logoColor=black"/> <img src="https://img.shields.io/badge/Accuracy-83.96%25-22C55E?style=flat-square"/> <img src="https://img.shields.io/badge/License-MIT-10B981?style=flat-square"/> </p>
<p align="center"> <a href="https://huggingface.co/spaces/suyashsahu00/pet-poultry-disease-classifier"> <img src="https://img.shields.io/badge/🤗%20Live%20Demo-HuggingFace%20Spaces-orange?style=for-the-badge"/> </a> </p>
🎥 Demo
🔍 About
Pet & Poultry Disease Classifier is a deep learning web app that detects 30+ diseases across cats, dogs, and chickens from a single uploaded image. Built on EfficientNet-B0 with transfer learning, achieving 83.96% accuracy.
Upload a photo of your animal and the app returns:
- 🏷️ Disease name
- 📊 Confidence score
✨ Features
- ✅ 30+ disease classes across cats, dogs, and chickens
- ✅ EfficientNet-B0 transfer learning with data augmentation
- ✅ Real-time classification — upload image, get instant result
- ✅ Flask web interface — clean, responsive UI
- ✅ Docker-ready — deployed live on HuggingFace Spaces
🛠️ Tech Stack
📊 Results
📄 License
Licensed under the MIT License.
<p align="center"> Made with 💙 by <a href="https://github.com/suyashsahu00">Suyash Sahu</a> <br> </p>