facemask detection

✨ Project Highlights

? Food image classification across multiple categories (apple, banana, carrot, etc.)

? Nutrition estimation linked to recognized food items

? Interactive Streamlit web app for real-time predictions

? Fully compatible with Google Colab and local setups

? Dataset & Training

? Trained on datasets such as Fruits and Vegetables Image Dataset

? Includes preprocessing, normalization, and augmentation steps in the notebook

?️ Technologies Used

? TensorFlow / Keras for modeling

? Streamlit for deployment

? Python, NumPy, Pandas, Matplotlib, PIL

? Looking Ahead

? Expand to more food categories

? Enhance accuracy with transfer learning (MobileNetV2, EfficientNet, etc.)

? Add allergen detection & dietary recommendations