Open source. Open possibilities.

A GPU-resident runtime for TensorRT image-to-image video models, enabling high-performance video upscaling by keeping raw frames on the GPU from decode to encode.

jetson-inference is a C++ and Python deep-vision library for NVIDIA Jetson. It uses TensorRT for on-device inference and PyTorch for training, with examples, pre-trained models, and tutorials for classification, detection, segmentation, pose, action, depth, and camera streaming.