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Computer Vision
2 weeks ago
Computer vision/Video intelligence
- Python 3.8+
- Mandatory
OpenCV
- Mandatory
- Deep Learning models - Mandatory- Objects detection: Yolo v5 like models building
- Multi-person pose estimation
- Objects tracking
- Speed estimation
Camera object position estimation
- Mandatory (IP Camera) or (ONVIF) or (RTSP)- 2D/3D mapping of objects and moving objects
Multi-camera fusion
- Mandatory
- Edge computation camera-specific development
- camera types (standard, Infrared, FRID)
- camera build extra sensors integration
- code and model optimization to work in reduced resources in real-time (GPU, TPU)
- edge development/deployment - Mandatory
- integration with camera sensors, building algorithms embedded in the camera
- General development
- Git
- Docker - Mandatory
- Static code analysis, code optimization
- Performance optimization
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