Emotion recognition system
- #Computer Vision
Emotion recognition system that identifies emotions, provides data insights, and integrates via API.
- Computer Vision
Impact
Platform capabilities:
- Emotion Recognition: Identifying and categorizing 7 human emotions.
- Data Insights: Providing statistical data based on various criteria.
- Computer Vision: Employing image and video analysis for emotion recognition.
- API Integration: Offering seamless integration into client products or services.
- Continuous Monitoring: Consistently assessing and improving service quality.
- User-Friendly Interface: Ensuring accessibility and ease of use for clients.
- Real-time Analysis: Processing data in real-time for immediate insights.
Services we provided
Computer vision solution to recognize emotions on photo/video
Create voice analytics tool
Tech Stack
Pytorch
Python
Open CV
Challenges and Solutions
🧐 Challenges
Detect people emotions in real time and make appropriate categorization to defined emotions list.
💡 Solutions
- Developed computer vision system that detect faces and make emotion classification in real-time.
- Made additional optimizations to make it work faster.