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multi-stream

Here are 28 public repositories matching this topic...

NVIDIA DeepStream Monorepo: DeepStream SDK and reference apps for building GPU‑accelerated, real-time video and multi‑sensor analytics pipelines with GStreamer, TensorRT, and vision AI models across edge, on‑prem, and cloud deployments.

  • Updated Oct 27, 2026
  • C++

NVIDIA DeepStream GStreamer plugin for GPU-accelerated AprilTag detection on Jetson Orin NX/AGX using CUDA. Based on apriltags_cuda by FRC Team 766. Supports 8 simultaneous RTSP streams with <20% CPU usage.

  • Updated Aug 27, 2026
  • Cuda

Real-time multi-camera object detection with every stage on the GPU: NVDEC decode, a fused CUDA preprocessing kernel, TensorRT FP16/INT8 from CUDA graphs, batched GPU NMS. 2,264 fps across 32 cameras on one RTX 5070 Ti, with each stage's latency measured.

  • Updated Oct 18, 2026
  • C++

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