🩺 Polyp Detection AI Web App

Welcome to your AI-powered polyp detection tool for colonoscopy images and videos! 🚀

✨ Features

• 🖼️ Image & Video Upload: Detect polyps in images and videos
• 🎥 Live Stream Analysis: Real-time polyp detection from camera
• ⚡ Fast & Accurate: Deep learning model (PyTorch)
• 🌐 Modern Web UI: Easy-to-use, responsive interface

🚀 Quick Start

1. Install dependencies

   pip install -r requirements.txt

2. Run the app

   python app.py

3. Open in browser
   • Home: http://localhost:5000/
   • Upload Image: /upload.html
   • Upload Video: /upload_video.html
   • Live Stream: /live_stream.html

🗂️ Project Structure

GP_APP/
├── app.py                # Main Flask app
├── model/
│   ├── polyp_det.py      # Model code
│   └── best_polyp_segmentation_model_e15.pth  # Trained weights
├── templates/
│   ├── upload.html
│   ├── upload_video.html
│   └── live_stream.html
├── index.html            # Home page
├── assets/               # CSS & images
├── requirements.txt      # Python dependencies
└── README.md

🛠️ Tech Stack

• Python, Flask, PyTorch, OpenCV
• HTML, CSS, JavaScript

💡 Tips

• Model and code are separated for clarity
• All HTML except index.html is in templates/
• Static files are in assets/

📬 Feedback & Contributions

Pull requests and feedback are welcome!

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Project Documents

• 📄 General Project Report (PDF)
• 📊 Presentation Slides (PDF)

Early detection saves lives! 🩺✨