README.md

---
title: Maize Disease Detection
emoji: 💻
colorFrom: yellow
colorTo: red
sdk: gradio
sdk_version: 5.23.3
app_file: app.py
pinned: false
license: apache-2.0
---

# Corn/Maize Leaf Disease Classification

This model classifies corn/maize leaf diseases into four categories:
- Blight
- Common Rust
- Gray Leaf Spot
- Healthy

## Model Details
- Architecture: ResNet50 with custom head
- Training dataset: [Corn or Maize Leaf Disease Dataset](https://www.kaggle.com/datasets/smaranjitghose/corn-or-maize-leaf-disease-dataset)
- Accuracy: XX% on test set

## How to Use
1. Upload an image of a corn/maize leaf
2. The model will predict the disease (or if it's healthy)
3. Results show confidence scores for each class

## Example Images
![Blight Example](example_blight.jpg)
![Healthy Example](example_healthy.jpg)

Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference