Shypd.aiThe largest open index of AI toolsjetson-inference is an Open Source & Models tool that provides a guide and library for deploying deep-learning inference networks on NVIDIA Jetson devices. It uses TensorRT for optimized network execution on GPUs, supporting various vision primitives.
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jetson-inference is an open-source guide and library designed for deploying deep-learning inference networks and deep vision primitives on NVIDIA Jetson devices. It leverages TensorRT to run optimized networks on GPUs, offering support for a range of vision tasks including image classification (imageNet), object detection (detectNet), semantic segmentation (segNet), pose estimation (poseNet), and action recognition (actionNet). The project provides examples for streaming from live camera feeds, creating web applications with WebRTC, and integrates with ROS/ROS2. It includes tutorials for running inference, transfer learning with PyTorch, collecting custom datasets, and deploying trained models.
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