Upload README.md with huggingface_hub

README.md

@@ -1,3 +1,44 @@
 ---
 license: mit
+tags:
+- trash-classification
+- image-classification
+- cnn
+- svm
+- knn
 ---
+
+# Trash Classifier Models
+
+This repository contains trained models for trash/material classification.
+
+## Models Included
+
+- **cnn_model.keras**: CNN model for feature extraction
+- **svm_model.pkl**: SVM classifier
+- **knn_model.pkl**: KNN classifier
+- **scaler.pkl**: Feature scaler
+- **class_mapping.pkl**: Class label mapping
+- **config.json**: Model configuration
+
+## Usage
+```python
+from huggingface_hub import hf_hub_download
+import tensorflow as tf
+import pickle
+
+# Download and load CNN model
+cnn_path = hf_hub_download(repo_id="moyasser20/trash-classifier-models", filename="cnn_model.keras")
+cnn_model = tf.keras.models.load_model(cnn_path)
+
+# Download and load SVM model
+svm_path = hf_hub_download(repo_id="moyasser20/trash-classifier-models", filename="svm_model.pkl")
+with open(svm_path, 'rb') as f:
+    svm_model = pickle.load(f)
+
+# Download other files similarly
+```
+
+## Training Details
+- Task: Material/Trash Classification
+- Framework: TensorFlow + Scikit-learn