Real-Time Emotion Detection

2023
Computer Vision • AI

Real-time emotion detection using CNN model integrated with web application. Analyzes facial expressions through webcam feed to detect emotions like happiness, sadness, anger, surprise, and more.

CNN Computer Vision Deep Learning

Project Screenshots

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About This Project

This emotion detection system uses a trained Convolutional Neural Network to analyze facial expressions in real-time. The model was trained on thousands of facial images to recognize seven distinct emotions.

The web application captures video from the user's webcam and processes each frame to detect faces and classify emotions, providing instant visual feedback with emotion labels and confidence scores.

Key Features

Real-time webcam emotion detection
7 emotion categories recognition
Face detection with bounding boxes
Confidence score display
Multiple face detection support