Update README.md

README.md

@@ -6,6 +6,63 @@ colorFrom: green
 colorTo: green
 pinned: true
 ---
+
+# Plant Disease Treatment Assistant
+
+This application helps identify plant diseases from images and provides treatment recommendations. It uses a deep learning model trained on the PlantVillage dataset to classify plant diseases from uploaded images.
+
+## Features
+
+- **Image-based Disease Detection**: Upload an image of a plant leaf to identify diseases
+- **Treatment Recommendations**: Get specific treatment advice for identified diseases
+- **Q&A System**: Ask questions about plant diseases and treatments
+
+## How to Use
+
+1. **Image Analysis**:
+   - Upload a clear image of a plant leaf
+   - Click "Analyze Image"
+   - View the diagnosis and treatment recommendations
+
+2. **Q&A**:
+   - Type a question about plant diseases or treatments
+   - Click "Get Answer"
+   - View the response with relevant information
+
+## Dataset
+
+This application uses the PlantVillage dataset, which contains images of healthy and diseased plant leaves across various crops including:
+- Apple
+- Cherry
+- Corn
+- Grape
+- Peach
+- Pepper
+- Potato
+- Strawberry
+- Tomato
+
+## Model Details
+
+The application uses a ResNet-50 model fine-tuned on the PlantVillage dataset.
+
+## Citation
+
+If you use this application or the model in your research, please cite:
+
+\`\`\`
+@article{hughes2015open,
+  title={An open access repository of images on plant health to enable the development of mobile disease diagnostics},
+  author={Hughes, David P and Salath{\'e}, Marcel},
+  journal={arXiv preprint arXiv:1511.08060},
+  year={2015}
+}
+\`\`\`
+
+## Created By
+
+This application was created as a demonstration of how machine learning can be applied to agricultural problems.
+
 # Plant Disease Treatment Assistant
 
 This application helps farmers and gardeners identify plant diseases and get treatment recommendations. It combines: