Smart In-cabin Monitoring System
2022-2023Developed a Smart In-cabin Monitoring System based on a single fish-eye camera and computer vision techniques. Some of the main responsibilities were data collection, model development, training and evaluation, model export, and quantization. This projects aim to improve safety of passengers in autonomous vehicles by providing a complete and robust real-time monitoring system.
*I can not share results and scripts due to company copyrights.
- Repository
- Quantization Guide
- Platform
- Ubuntu / Edge
- Features
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- Window state detection
- Seat belt detection
- Passenger monitoring
- Object detection
- etc.
- Stack
- PyTorch, Git, OpenCV, Model quantization, YOLOv7