README.md

metadata

title: Plant Disease Detection
emoji: 🌱
colorFrom: green
colorTo: blue
sdk: gradio
sdk_version: 4.44.0
app_file: app.py
pinned: false
license: mit

🌱 Plant Disease Detection AI

An AI-powered plant disease detection system that can identify diseases in various crops including Chilli, Pepper Bell, Potato, Tomato, and GroundNut plants.

Features

• 19 Disease Classes: Comprehensive detection across multiple plant types
• TinyViT Model: Efficient Vision Transformer for fast inference
• Treatment Recommendations: Detailed information about causes, symptoms, and treatments
• User-Friendly Interface: Simple drag-and-drop image upload

Supported Plants & Diseases

🌶️ Chilli

• Healthy
• Leaf Curl Virus

🫑 Pepper Bell

• Healthy
• Bacterial Spot

🥔 Potato

• Healthy
• Early Blight
• Late Blight

🍅 Tomato

• Healthy
• Bacterial Spot
• Early Blight
• Late Blight
• Leaf Mold
• Mosaic Virus
• Septoria Leaf Spot
• Target Spot
• Two Spotted Spider Mite
• Yellow Leaf Curl Virus

🥜 GroundNut

• Healthy
• Rust

How to Use

1. Upload an image of a plant leaf
2. Click "Analyze Plant Disease"
3. Get instant results with:
   • Disease identification
   • Confidence score
   • Treatment recommendations

Model Details

• Architecture: TinyViT (WinKawaks/vit-tiny-patch16-224)
• Parameters: ~5.5M parameters
• Input Size: 224x224 RGB images
• Training: Knowledge distillation from larger teacher model