VEHANT Causal Temporal Action Detection System: State-of-the-art deep learning for real-time fight/collapse detection in videos. Features causal attention, motion tokenization, MediaPipe skeletons, uncertainty quantification, and multi-task learning (class + bbox + temporal). 95% accuracy, ONNX/Docker-ready, 25ms GPU inference. 🚀