🏥 StoolNet Triple Attention — AI-Powered Bristol Stool Scale Classifier
Advanced Multi-Task Deep Learning Model for Comprehensive Stool Analysis
This application combines Triple Attention ResNet34 with Google Gemini 2.5 Flash AI for comprehensive gastroenterological assessment.
📸 Upload or Select Image
Instructions:
- Upload your image OR select from samples below
- Click "Analyze Sample"
- View results on the right
🖼️ Sample Images
Click to Select Sample
📊 Classification Results
🤖 AI-Powered Gastroenterological Analysis
Results will appear here after analysis...
🔬 Model Information
Architecture: Triple Attention ResNet34 (Position, Channel, Type Attention) + Multi-Task Learning
AI Analysis: Powered by Google Gemini 2.5 Flash
Model Repository: Sid3503/stoolnet-bristol-scale-triple-attn
📚 Bristol Stool Scale Quick Reference
| Type | Description | Indication |
|---|---|---|
| 🔴 Type 1 | Separate hard lumps | Severe constipation |
| 🟠 Type 2 | Sausage-shaped but lumpy | Mild constipation |
| 🟡 Type 3 | Sausage with cracks | Normal (dry side) |
| 🟢 Type 4 | Smooth, soft sausage | Ideal/Normal |
| 🟡 Type 5 | Soft blobs with edges | Lacking fiber |
| 🟠 Type 6 | Fluffy, mushy pieces | Mild diarrhea |
| 🔴 Type 7 | Watery, no solids | Severe diarrhea |
⚕️ Disclaimer: This tool is for educational purposes only and should not replace professional medical advice.
Always consult with a healthcare professional for medical concerns.
Developed with ❤️ for digestive health awareness