This project is a web application that uses computer vision and deep learning to detect facial emotions in real-time. The application uses a pre-trained convolutional neural network to classify emotions based on facial expressions. Users can interact with the application by turning on their webcam with the Play button, taking a snapshot of their face with the Snap button and the application will detect their emotions in real-time.
Link to my Jupyter Notebook for more details about the model: Emotion Detector.ipynb
- On PythonAnywhere
- On Render
- HTML
- CSS
- JavaScript
- Bootstrap
- Flask
- OpenCV (cv2)
- NumPy
- Tensorflow
- PIL (Python Imaging Library)
- Base64