README.md

---
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