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The Top 23 Deep Learning Tensorrt Open Source Projects

Open source projects categorized as Deep Learning Tensorrt
Categories > Machine Learning > Deep Learning
Categories > Tensorrt
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.
dependent packages 5total releases 4most recent commit 3 months agopypi polygraphy} Downloads
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/
dependent packages 1total releases 3most recent commit 4 months agopypi yolox} Downloads
Jetson Inference ⭐ 7,038
Hello AI World guide to deploying deep-learning inference networks and deep vision primitives with TensorRT and NVIDIA Jetson.
most recent commit 4 months ago
Yolo_tracking ⭐ 5,907
BoxMOT: pluggable SOTA tracking modules for segmentation, object detection and pose estimation models
dependent packages 1total releases 46most recent commit a month agopypi boxmot} Downloads
Tnn ⭐ 4,210
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
most recent commit 3 months ago
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.
most recent commit 8 months ago
Deepdetect ⭐ 2,492
Deep Learning API and Server in C++14 support for Caffe, PyTorch,TensorRT, Dlib, NCNN, Tensorflow, XGBoost and TSNE
most recent commit 4 months ago
Mmdeploy ⭐ 2,371
OpenMMLab Model Deployment Framework
dependent packages 2total releases 6most recent commit 3 months agopypi mmdeploy} Downloads
Tensorrt ⭐ 2,308
PyTorch/TorchScript/FX compiler for NVIDIA GPUs using TensorRT
dependent packages 7total releases 7most recent commit 22 days agopypi torch-tensorrt-fx-only} Downloads
Tensorrt_pro ⭐ 2,199
C++ library based on tensorrt integration
total releases 53most recent commit a year ago
Cvprojects ⭐ 1,827
computer vision projects | 计算机视觉相关好玩的AI项目（Python、C++、embedded system）
most recent commit 3 months ago
Berrynet ⭐ 1,563
Deep learning gateway on Raspberry Pi and other edge devices
total releases 1most recent commit a year ago
Fastmot ⭐ 786
High-performance multiple object tracking based on YOLO, Deep SORT, and KLT 🚀
most recent commit 2 years ago
Tiny Tensorrt ⭐ 739
Deploy your model with TensorRT quickly. 快速使用TensorRT来部署模型
most recent commit 5 months ago
Retinanet Examples ⭐ 727
Fast and accurate object detection with end-to-end GPU optimization
most recent commit 3 years ago
Adlik ⭐ 688
Adlik: Toolkit for Accelerating Deep Learning Inference
most recent commit 10 months ago
Forward ⭐ 491
A library for high performance deep learning inference on NVIDIA GPUs.
most recent commit 2 years ago
Centerx ⭐ 430
This repo is implemented based on detectron2 and centernet
most recent commit 3 years ago
Savant ⭐ 408
Python Computer Vision & Video Analytics Framework With Batteries Included
most recent commit 3 months ago
Jetson Nano Ubuntu 20 Image ⭐ 382
Jetson Nano with Ubuntu 20.04 image
most recent commit 7 months ago
Edgeyolo ⭐ 350
an edge-real-time anchor-free object detector with decent performance
most recent commit 3 months ago
Sparsebit ⭐ 291
A model compression and acceleration toolbox based on pytorch.
most recent commit 9 months ago
Yolox Ros ⭐ 209
YOLOX + ROS2 object detection package (C++ only support)
most recent commit 4 months ago
The 5 Most Depended On Deep Learning Tensorrt Open Source Projects
Tensorrt ⭐ 2,308
PyTorch/TorchScript/FX compiler for NVIDIA GPUs using TensorRT
dependent packages 7total releases 7latest release December 01, 2022most recent commit 22 days agopypi torch-tensorrt-fx-only} Downloads
Mmdeploy ⭐ 2,371
OpenMMLab Model Deployment Framework
dependent packages 2total releases 6latest release September 22, 2023most recent commit 3 months agopypi mmdeploy} Downloads
Yolo_tracking ⭐ 5,907
BoxMOT: pluggable SOTA tracking modules for segmentation, object detection and pose estimation models
dependent packages 1total releases 46latest release November 13, 2023most recent commit a month agopypi boxmot} Downloads
The 10 Latest Releases In Deep Learning Tensorrt Open Source Projects
Yolo_tracking ⭐ 5,907
BoxMOT: pluggable SOTA tracking modules for segmentation, object detection and pose estimation models
dependent packages 1total releases 46latest release November 13, 2023most recent commit a month agopypi boxmot} Downloads
Mmdeploy ⭐ 2,371
OpenMMLab Model Deployment Framework
dependent packages 2total releases 6latest release September 22, 2023most recent commit 3 months agopypi mmdeploy} Downloads
Tensorrt ⭐ 2,308
PyTorch/TorchScript/FX compiler for NVIDIA GPUs using TensorRT
dependent packages 7total releases 7latest release December 01, 2022most recent commit 22 days agopypi torch-tensorrt-fx-only} Downloads
Darklight ⭐ 13
A framework for knowledge distillation using TensorRT inference on teacher network
total releases 4latest release October 15, 2022most recent commit a year ago
Tensorrt_pro ⭐ 2,199
C++ library based on tensorrt integration
total releases 53latest release March 11, 2022most recent commit a year ago
Berrynet ⭐ 1,563
Deep learning gateway on Raspberry Pi and other edge devices
total releases 1latest release November 01, 2020most recent commit a year ago
Go Tensorrt ⭐ 9
Go binding to TensorRT C API to do inference with pre-trained model in Go
total releases 2latest release November 19, 2018most recent commit 4 years ago
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