107 Open source projects that are alternatives of or similar to tensorRT_Pro

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

Use the Intel D435 real-sensing camera to realize object detection based on the Yolov3-5 framework under the Opencv DNN(old version)/TersorRT(now) by ROS-melodic.Real-time display of the Pointcloud in the camera coordinate system.

Support Yolov5(4.0)/Yolov5(5.0)/YoloR/YoloX/Yolov4/Yolov3/CenterNet/CenterFace/RetinaFace/Classify/Unet. use darknet/libtorch/pytorch/mxnet to onnx to tensorrt

A c++ implementation of yolov5 and deepsort

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)

using yolox+deepsort for object-tracking

This repo is a C++ version of yolov5_deepsort_tensorrt. Packing all C++ programs into .so files, using Python script to call C++ programs further.

This is a highly separated deployment project based on Deepstream , including the full range of Yolo and continuously expanding deployment projects such as Ocr.

tensorrt int8 量化yolov5 onnx模型

TensorRT int8 量化部署 yolov5s 模型，实测3.3ms一帧！

SimpleAICV:pytorch training example on ImageNet(ILSVRC2012)/COCO2017/VOC2007+2012 datasets.Include ResNet/DarkNet/RetinaNet/FCOS/CenterNet/TTFNet/YOLOv3/YOLOv4/YOLOv5/YOLOX.

More readable and flexible yolov5 with more backbone(resnet, shufflenet, moblienet, efficientnet, hrnet, swin-transformer) and (cbam，dcn and so on), and tensorrt

🍅🍅🍅YOLOv5-Lite: lighter, faster and easier to deploy. Evolved from yolov5 and the size of model is only 930+kb (int8) and 1.7M (fp16). It can reach 10+ FPS on the Raspberry Pi 4B when the input size is 320×320~

Implementation of popular deep learning networks with TensorRT network definition API

Push-pull streaming and Web display of YOLO series

Tensorflow to TensorRT Model Converter

Head and Person detection using yolov5. Detection from crowd.

💥Make your yolov5 dataset by using labelimg.I hope my work can help you make your yolov5 datasets more quickly.

Convert JSON annotations into YOLO format.

Collection of Object Detection and Segmentation Pipelines🛸🚀

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

用opencv的dnn模块做yolov5目标检测，包含C++和Python两个版本的程序

This repo uses YOLOv5 and DeepSORT to implement object tracking algorithm. Also using TensorRTX to transform model to engine, and deploying all code on the NVIDIA Xavier with TensorRT further.

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

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

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

Example of using ultralytics YOLO V5 with OpenCV 4.5.4, C++ and Python

YOLOv5 in PyTorch > ONNX > RKNN

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

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

A flexible Python front-end inference SDK based on TensorRT

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

openpose, yolov3 with tiny-tensorrt

Yolov5 distillation training | Yolov5知识蒸馏训练，支持训练自己的数据

MegEngine implementation of YOLOX

yolov5 onnx caffe

TensorRT person tracking RFBNet300

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

Dockerfile for yolov5 inference on NVIDIA Jetson

pnn is Darknet compatible neural nets inference engine implemented in Rust.

Multiple types of NN model optimization environments. It is possible to directly access the host PC GUI and the camera to verify the operation. Intel iHD GPU (iGPU) support. NVIDIA GPU (dGPU) support.

InsightFace REST API for easy deployment of face recognition services with TensorRT in Docker.

YOLOv4 object detector using TensorRT engine

用c++实现了yolov5使用openvino的部署

一个 C++ 版本的 YoloV5 封装库

Sample projects for TensorRT in C++

Got 100fps on TX2. Got 500fps on GeForce GTX 1660 Ti. If the project is useful to you, please Star it.

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

Yolov3 on tensorflow2.0 and tensorrt7.0

Efficient ML Filter Runtimes for VapourSynth (with built-in support for waifu2x, DPIR, RealESRGANv2, and Real-CUGAN)

ROS使用YOLOv5 run YOLOv5 in ROS

针对pytorch模型的自动化模型结构分析和修改工具集，包含自动分析模型结构的模型压缩算法库

🍔🍟🍗 Food analysis baseline with Theseus. Integrate object detection, image classification and multi-class semantic segmentation. 🍞🍖🍕

基于yolov5的人脸检测，带关键点检测

Python library for computer vision labeling tasks. The core functionality is to translate bounding box annotations between different formats-for example, from coco to yolo.

yolov5 + csl_label.(Oriented Object Detection)（Rotation Detection）（Rotated BBox）基于yolov5的旋转目标检测

🍉 移动端TNN部署学习笔记，支持Android与iOS。

Use the YOLO v4 and v5 (ONNX) models for object detection in C# using ML.Net

PyTorch Project Specification.

Object detection for video surveillance