Real-time Video Understanding Pipeline
PyTorch
OpenCV
TorchScript
TensorRT
A high-performance video understanding system that combines object detection, tracking, and action recognition. The pipeline is optimized for real-time processing on edge devices.
Features
- Multi-object tracking with ByteTrack
- Action recognition using 3D CNNs
- TensorRT optimization for inference
- Stream processing with multi-threading