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Tensorrt ⭐ 8,908

NVIDIA® TensorRT™ is an SDK for high-performance deep learning inference on NVIDIA GPUs. This repository contains the open source components of TensorRT.

Yolox ⭐ 8,759

YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported. Documentation: https://yolox.readthedocs.io/

Jetson Inference ⭐ 7,038

Hello AI World guide to deploying deep-learning inference networks and deep vision primitives with TensorRT and NVIDIA Jetson.

Yolo_tracking ⭐ 5,907

BoxMOT: pluggable SOTA tracking modules for segmentation, object detection and pose estimation models

TNN: developed by Tencent Youtu Lab and Guangying Lab, a uniform deep learning inference framework for mobile、desktop and server. TNN is distinguished by several outstanding features, including its cross-platform capability, high performance, model compression and code pruning. Based on ncnn and Rapidnet, TNN further strengthens the support and performance optimization for mobile devices, and also draws on the advantages of good extensibility and high performance from existed open source efforts

Damo Yolo ⭐ 3,598

DAMO-YOLO: a fast and accurate object detection method with some new techs, including NAS backbones, efficient RepGFPN, ZeroHead, AlignedOTA, and distillation enhancement.

Deepdetect ⭐ 2,492

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

Mmdeploy ⭐ 2,371

OpenMMLab Model Deployment Framework

Tensorrt ⭐ 2,308

PyTorch/TorchScript/FX compiler for NVIDIA GPUs using TensorRT

Tensorrt_pro ⭐ 2,199

C++ library based on tensorrt integration

Cvprojects ⭐ 1,827

computer vision projects | 计算机视觉相关好玩的AI项目（Python、C++、embedded system）

Berrynet ⭐ 1,563

Deep learning gateway on Raspberry Pi and other edge devices

Fastmot ⭐ 786

High-performance multiple object tracking based on YOLO, Deep SORT, and KLT 🚀

Tiny Tensorrt ⭐ 739

Deploy your model with TensorRT quickly. 快速使用TensorRT来部署模型

Retinanet Examples ⭐ 727

Fast and accurate object detection with end-to-end GPU optimization

Adlik: Toolkit for Accelerating Deep Learning Inference

Forward ⭐ 491

A library for high performance deep learning inference on NVIDIA GPUs.

Centerx ⭐ 430

This repo is implemented based on detectron2 and centernet

Python Computer Vision & Video Analytics Framework With Batteries Included

Jetson Nano Ubuntu 20 Image ⭐ 382

Jetson Nano with Ubuntu 20.04 image

Edgeyolo ⭐ 350

an edge-real-time anchor-free object detector with decent performance

Sparsebit ⭐ 291

A model compression and acceleration toolbox based on pytorch.

Yolox Ros ⭐ 209

YOLOX + ROS2 object detection package (C++ only support)

Tensorrt Laboratory ⭐ 193

Explore the Capabilities of the TensorRT Platform

Vs Mlrt ⭐ 189

Efficient CPU/GPU/Vulkan ML Runtimes for VapourSynth (with built-in support for waifu2x, DPIR, RealESRGANv2/v3, Real-CUGAN, RIFE and more!)

Yolov4 Triton Tensorrt ⭐ 184

This repository deploys YOLOv4 as an optimized TensorRT engine to Triton Inference Server

Self Driving Ish_computer_vision_system ⭐ 181

This project generates images you've probably seen in autonomous driving demo. Object Detection, Lane Detection, Road Segmentation, Depth Estimation using TensorRT

Ros Yolo Sort ⭐ 144

YOLO v3, v4, v5, v6, v7 + SORT tracking + ROS platform. Supporting: YOLO with Darknet, OpenCV(DNN), OpenVINO, TensorRT(tkDNN). SORT supports python(original) and C++. (Not Deep SORT)

Lightglue Onnx ⭐ 141

ONNX-compatible LightGlue: Local Feature Matching at Light Speed. Supports TensorRT, OpenVINO

Ml Model Ci ⭐ 135

MLModelCI is a complete MLOps platform for managing, converting, profiling, and deploying MLaaS (Machine Learning-as-a-Service), bridging the gap between current ML training and serving systems.

Dlcookbook Dlbs ⭐ 120

Deep Learning Benchmarking Suite

Inferencehelper ⭐ 119

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

Deepstream Python ⭐ 116

NVIDIA Deepstream 6.1 Python boilerplate

Superpoint Superglue Tensorrt ⭐ 113

SuperPoint and SuperGlue with TensorRT. Deploy with C++.

Mutualguide ⭐ 111

Localize to Classify and Classify to Localize: Mutual Guidance in Object Detection

Fast Pathology ⭐ 108

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

Play_with_tensorrt ⭐ 101

Sample projects for TensorRT in C++

Collection of Docker images for ML/DL and video processing projects

Isaac_ros_dnn_inference ⭐ 88

Hardware-accelerated DNN model inference ROS 2 packages using NVIDIA Triton/TensorRT for both Jetson and x86_64 with CUDA-capable GPU

Gst Inference ⭐ 86

A GStreamer Deep Learning Inference Framework

Tensorrt Examples ⭐ 71

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

Isaac_ros_pose_estimation ⭐ 70

Deep learned, hardware-accelerated 3D object pose estimation

Keras Mobile Detectnet ⭐ 64

Fast Object Detector for the Jetson Nano

Livechess2fen ⭐ 57

Predict live chess games into FEN notation.

Isaac_ros_object_detection ⭐ 52

Hardware-accelerated, deep learned model support for object detection including YOLOv8 and DetectNet

Ai_basketball_games_video_editor ⭐ 51

AI Basketball Games Video Editor is a program to get basketball highlight video by PyTorch YOLOv4 object detection

Video Frame Interpolation Rankings And Video Deblurring Rankings ⭐ 50

Rankings include: ABME AdaFNIO ALANET AMT BiT BVFI CDFI DBVI DeMFI DQBC DRVI EAFI EBME EDC EDENVFI EDSC EMA-VFI FGDCN FILM FLAVR H-VFI IFRNet JNMR MA-GCSPA NCM PRF RIFE SoftSplat ST-MFNet TDPNet TTVFI UGFI UPR-Net UTI-VFI VFIformer VFIT VIDUE VRT

Keras Tensorrt Jetson ⭐ 47

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

This repository contains a docker image that I use to develop my artificial intelligence applications in an uncomplicated fashion. Python, TensorFlow, PyTorch, ONNX, Keras, OpenCV, TensorRT, Numpy, Jupyter notebook... 🐋🔥

Setup Deeplearning Tools ⭐ 41

Set up CI in DL/ cuda/ cudnn/ TensorRT/ onnx2trt/ onnxruntime/ onnxsim/ Pytorch/ Triton-Inference-Server/ Bazel/ Tesseract/ PaddleOCR/ NVIDIA-docker/ minIO/ Supervisord on AGX or PC from scratch.

Jetson Voice ⭐ 39

ASR/NLP/TTS deep learning inference library for NVIDIA Jetson using PyTorch and TensorRT

Tensorrt Cv ⭐ 38

Using TensorRT for Inference Model Deployment.

Tensorrt Openpose ⭐ 36

TensorRT C++ Implementation of openpose

Chainer Trt ⭐ 31

Chainer x TensorRT

Vehicleorientationdataset ⭐ 30

The vehicle orientation dataset is a large-scale dataset containing more than one million annotations for vehicle detection with simultaneous orientation classification using a standard object detection network.

Deepstream Yolo Pose ⭐ 29

Use Deepstream python API to extract the model output tensor and customize the post-processing of YOLO-Pose

Infery Examples ⭐ 28

A collection of demo-apps and inference scripts for various deep learning frameworks using infery (Python).

Yolov8_trt ⭐ 27

A quick TensorRT deoloyment solution for YOLOv8.

Tensorrt Yolov8 Bytetrack ⭐ 24

An object tracking project with YOLOv8 and ByteTrack, speed up by C++ and TensorRT.

Transfer Learning Opu ⭐ 21

Optical Transfer Learning

Yolov8_seg_tensorrt ⭐ 20

The deployment of Yolov8-seg on Jetson AGX Xavier(带低光照补偿的yolov8检测分割模型)

Cuda Image Preprocess ⭐ 20

Speed up image preprocess with cuda when handle image or tensorrt inference

Dedode Onnx Tensorrt ⭐ 17

ONNX-compatible DeDoDe 🎶 Detect, Don't Describe - Describe, Don't Detect, for Local Feature Matching. Supports TensorRT 🚀

Mediapipe_plus ⭐ 16

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

Tensorrt Lpr ⭐ 14

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

Darklight ⭐ 13

A framework for knowledge distillation using TensorRT inference on teacher network

Convert Pytorch Onnx Tensorrt ⭐ 12

Converting weights of Pytorch models to ONNX & TensorRT engines

Go Tensorrt ⭐ 9

Go binding to TensorRT C API to do inference with pre-trained model in Go

Object_detection_and_tracking ⭐ 9

Real-time object detection and tracking for autonomous driving.

Yolov5 Tensorrt ⭐ 9

Real-time object detection with YOLOv5 and TensorRT

Ssdf Nncore ⭐ 7

nncore is a pytorch framework focusing on solving autonomous-driving problems.

Inferencehelper_sample ⭐ 7

Sample projects for InferenceHelper, a Helper Class for Deep Learning Inference Frameworks: TensorFlow Lite, TensorRT, OpenCV, ncnn, MNN, SNPE, Arm NN, NNabla, ONNX Runtime, LibTorch, TensorFlow

Fp Dsa Plugin ⭐ 5

Digital Slide Archive plugin to enable FAST deployment of pretrained CNNs for digital pathology

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