README.md

metadata

title: CropGuard Plant Disease Detection
emoji: 🌱
colorFrom: green
colorTo: blue
sdk: docker
pinned: false
license: apache-2.0

CropGuard - Plant Disease Detection

This is a plant disease classification system using a ResNet-9 model trained on the PlantVillage dataset.

Features

• Detects diseases in 38 different plant categories
• Supports multiple plant types: Apple, Corn, Tomato, Potato, Grape, and more
• Real-time prediction with confidence scores
• User-friendly web interface

Usage

Simply upload an image of a plant leaf, and the model will predict the disease (if any) with confidence scores.

Model Details

• Architecture: ResNet-9
• Dataset: PlantVillage
• Classes: 38 plant disease categories
• Input: 256x256 RGB images