2471 Open source projects that are alternatives of or similar to Jetson Inference

A c++ implementation of yolov5 and deepsort

Install ROS Melodic on NVIDIA Jetson Development Kits

An easy to use PyTorch to TensorRT converter

DeepDetect performance sheet

🐢 The ROS jetson-stats wrapper. The status of your NVIDIA jetson in diagnostic messages

Get information about the NVIDIA Jetson OS environment. Lists L4T and JetPack versions, along with major libraries.

Real-time hand pose estimation and gesture classification using TensorRT

Training & Quantization of embedded friendly Deep Learning / Machine Learning / Computer Vision models

Create a smart video application using the Intel Distribution of OpenVINO toolkit. The toolkit uses models and inference to run single-class object detection.

An Embedded Computer Vision & Machine Learning Library (CPU Optimized & IoT Capable)

The purpose of this project is to apply mediapipe to more AI chips.

Sample projects for TensorRT in C++

TensorFlow models accelerated with NVIDIA TensorRT

TensorRT Examples (TensorRT, Jetson Nano, Python, C++)

Security camera with Raspberry pi and NVIDIA Jetson platforms

This is a repository for an object detection inference API using the Tensorflow framework.

PyTorch/TorchScript compiler for NVIDIA GPUs using TensorRT

Deep Learning API and Server in C++14 support for Caffe, Caffe2, PyTorch,TensorRT, Dlib, NCNN, Tensorflow, XGBoost and TSNE

Hardware-accelerated DNN model inference ROS2 packages using NVIDIA Triton/TensorRT for both Jetson and x86_64 with CUDA-capable GPU

Social Distancing Detector using deep learning and capable to run on edge AI devices such as NVIDIA Jetson, Google Coral, and more.

The code for preparing the training data for crowd counting / segmentation algorithm.

Dockerfile for yolov5 inference on NVIDIA Jetson

Multi-object trackers in Python

Real-Time Scheduling with NVIDIA Jetson TX2

Example of loading a Keras model into TensorRT C++ API

Installing PyTorch on the Nvidia Jetson TX1/TX2

Observe workers as they pass in front of a camera to determine if they have adequate safety protection.

YOLOv4 object detector using TensorRT engine

Monitor mechanical bolts as they move down a conveyor belt. When a bolt of an irregular size is detected, this solution emits an alert.

DLARM: Dissertation for Computer Science Masters Degree at UFRGS

Build an application that alerts you when someone enters a restricted area. Learn how to use models for multiclass object detection.

Yahboom DOFBOT AI Vision Robotic Arm with ROS for Jetson NANO 4GB B01

Predict performance issues with manufacturing equipment motors. Perform local or cloud analytics of the issues found, and then display the data on a user interface to determine when failures might arise.

⚡ Open-source software for deep learning-based digital pathology

Create a concurrent video analysis pipeline featuring multistream face and human pose detection, vehicle attribute detection, and the ability to encode multiple videos to local storage in a single stream.

Install TensorFlow on the NVIDIA Jetson TX1 or TX2 from the provided wheel files

Allied Vision CSI-2 camera driver for NVIDIA Jetson Systems. Currently supporting Nano, TX2, AGX Xavier, and Xavier NX. Support for TX2 NX coming soon.

Superpixel-based Refinement for Object Proposal Generation (ICPR 2020)

Install the ROS stack, MIT RACECAR Packages, and hardware support on RACECAR/J.

Lane detection for the Nvidia Jetson TX2 using OpenCV4Tegra

Docker scripts for building ONNX Runtime with TensorRT and OpenVINO in manylinux environment

No description or website provided.

C++ Helper Class for Deep Learning Inference Frameworks: TensorFlow Lite, TensorRT, OpenCV, OpenVINO, ncnn, MNN, SNPE, Arm NN, NNabla, ONNX Runtime, LibTorch, TensorFlow

Programming assignments, labs and quizzes from all courses in the Coursera AI for Medicine Specialization offered by deeplearning.ai

Tensorflow for Jetson TX2

Monocular camera-based person tracking and identification ROS framework for person following robots

It contains the coursework and the practice I have done while learning Deep Learning.🚀 👨‍💻💥 🚩🌈

车牌识别，基于HyperLPR实现，修改模型调用方法，使用caffe+tensorRT实现GPU加速，修改了车牌检测模型

Detect various irregularities of a product as it moves along a conveyor belt.

A ROS package making it simple to use CSI cameras on the Nvidia Jetson TK1, TX1, or TX2 with ROS.

SipMask: Spatial Information Preservation for Fast Image and Video Instance Segmentation (ECCV2020)

convert mmdetection model to tensorrt, support fp16, int8, batch input, dynamic shape etc.

JetScan : GPU accelerated portable RGB-D reconstruction system

Source code for the MICCAI 2016 Paper "Automatic Liver and Lesion Segmentation in CT Using Cascaded Fully Convolutional NeuralNetworks and 3D Conditional Random Fields"

High-performance multiple object tracking based on YOLO, Deep SORT, and optical flow

DilatedNet in Keras for image segmentation

Generalized Focal Loss: Learning Qualified and Distributed Bounding Boxes for Dense Object Detection, NeurIPS2020

TensorRT is a C++ library for high performance inference on NVIDIA GPUs and deep learning accelerators.

Train a state-of-the-art yolov3 object detector from scratch!

A REST API for Caffe using Docker and Go