Add model documentation

README.md

@@ -1,3 +1,36 @@
----
-license: mit
----
+---
+license: mit
+tags:
+- image-classification
+- plant-disease
+- tensorflow
+- keras
+library_name: tensorflow
+---
+
+# Leaf Disease Detection Model
+
+This model can detect diseases in plant leaves using EfficientNetB3 architecture.
+
+## Usage
+
+```python
+from huggingface_hub import hf_hub_download
+import tensorflow as tf
+import json
+
+# Download model and class indices
+model_path = hf_hub_download(repo_id="Rvish-glitch/leaf-disease-detection", filename="final_model.h5")
+indices_path = hf_hub_download(repo_id="Rvish-glitch/leaf-disease-detection", filename="class_indices.json")
+
+# Load model
+model = tf.keras.models.load_model(model_path)
+
+# Load class indices
+with open(indices_path, 'r') as f:
+    class_indices = json.load(f)
+```
+
+## Classes
+
+The model can detect various plant diseases across different crops including tomato, potato, apple, and corn.