High-fidelity tensor alignment framework between CPU-based OpenCV decoding and GPU-accelerated NVDEC (VALI) pipelines. Eliminates inference divergence and tracking instability in production-grade YOLO deployments.
computer-vision yolo gpu-computing video-decoding nvdec inference-optimization tensor-parity python-vali tracking-accuracy
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Updated
May 5, 2026 - Python