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dusty-nv/jetson-inference

A guide to deploying deep-learning inference networks and computer vision primitives with NVIDIA Jetson hardware and TensorRT.

8.7K
Stable
C++
Computer Vision
Inference
#computer-vision#deep-learning#nvidia

NVIDIA-AI-IOT/torch2trt

An easy-to-use PyTorch to TensorRT converter for optimizing AI model inference on NVIDIA Jetson devices.

4.9K
Archived
Python
Inference
API Frameworks
PyTorch
#pytorch#tensorrt#jetson

autorope/donkeycar

Open source platform to build a small-scale self-driving car using computer vision and AI.

3.4K
Active
Python
Computer Vision
Robotics
Python
#self-driving-car#computer-vision#robotics

NVIDIA-AI-IOT/jetbot

An educational AI robot based on NVIDIA Jetson Nano, useful for learning about robotics and AI.

3.2K
Archived
Jupyter Notebook
Robotics
Raspberry Pi
#robotics#ai#jetson-nano

pytorch/TensorRT

PyTorch compiler for NVIDIA GPUs using TensorRT, enabling efficient deep learning inference on CUDA hardware.

3.0K
Active
Python
ML Ops
API Frameworks
PyTorch
#deep-learning#cuda#nvidia

rbonghi/jetson_stats

A Python package for monitoring and controlling NVIDIA Jetson devices, including the Jetson Orin, Xavier, Nano, and TX series.

2.5K
Active
Python
Raspberry Pi
CLI Tools
Python
#jetson#gpu-monitoring#cpu-monitoring

roboflow/inference

Turn any computer or edge device into a command center for your computer vision projects.

2.2K
Active
Python
Computer Vision
API Frameworks
Docker
#computer-vision#inference#object-detection

mit-han-lab/temporal-shift-module

A highly efficient module for temporal modeling in video understanding tasks.

2.2K
Archived
Python
Computer Vision
API Frameworks
PyTorch
#acceleration#efficient-model#low-latency

hustvl/YOLOP

YOLOP is a Python-based autonomous-driving perception project for panopitic driving perception.

2.2K
Archived
Python
React
#authentication#streaming#real-time

jkjung-avt/tensorrt_demos

A collection of TensorRT demos for object detection, image classification, and other computer vision tasks.

1.8K
Stable
Python
Computer Vision
API Frameworks
#object-detection#image-classification#computer-vision

triple-mu/YOLOv8-TensorRT

A C++ library that accelerates YOLOv8 object detection using NVIDIA's TensorRT framework.

1.7K
Experimental
C++
Computer Vision
API Frameworks
#yolov8#tensorrt#object-detection

opendatacam/opendatacam

An open-source tool to quantify the world using computer vision and YOLO object detection on edge devices.

1.7K
Active
JavaScript
Computer Vision
API Frameworks
React
#computer-vision#yolo#iot

NVIDIA-AI-IOT/deepstream_reference_apps

Samples for TensorRT/Deepstream for Tesla & Jetson, focused on AI-powered IoT applications.

1.3K
Stable
C++
Computer Vision
API Frameworks
#ai-iot#computer-vision#jetson

NVIDIA-ISAAC-ROS/isaac_ros_visual_slam

Visual SLAM/odometry package for NVIDIA-accelerated cuVSLAM

1.3K
Stable
C++
ROS
#ros2#visual-odometry#gpu

GeekAlexis/FastMOT

High-performance multiple object tracking for computer vision and edge computing applications.

1.2K
Archived
Python
Computer Vision
API Frameworks
PyTorch
#object-detection#multi-object-tracking#real-time

enazoe/yolo-tensorrt

A C++ library that provides optimized YOLO object detection models for deployment on NVIDIA Jetson platforms.

1.2K
Archived
C++
Computer Vision
API Frameworks
#yolo#object-detection#jetson

NVIDIA-AI-IOT/jetracer

An autonomous AI racecar using NVIDIA Jetson Nano for robotics and IoT development.

1.2K
Archived
Jupyter Notebook
Computer Vision
Robotics
#robotics#computer-vision#iot

NVIDIA-AI-IOT/trt_pose

Real-time human pose estimation accelerated with NVIDIA TensorRT for efficient deployment on Jetson devices.

1.1K
Archived
Python
Computer Vision
API Frameworks
PyTorch
#human-pose-estimation#jetson#tensorrt

NVIDIA/jetson-gpio

A Python library that enables the use of Jetson's GPIOs for embedded systems development.

1.0K
Stable
Python
Raspberry Pi
#embedded-systems#gpio#jetson

NVIDIA-AI-IOT/redtail

Perception and AI components for autonomous mobile robotics.

1.0K
Archived
C++
Computer Vision
Robotics
#computer-vision#robotics#autonomous-systems
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