105 Open source projects that are alternatives of or similar to yolov5_tensorrt_int8

tensorrt int8 量化yolov5 onnx模型

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)

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.

nanodet int8 量化，实测推理2ms一帧！

C++ library based on tensorrt integration

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.

Implementation of popular deep learning networks with TensorRT network definition API

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

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

RepVGG TensorRT int8 量化，实测推理不到1ms一帧！

🍅🍅🍅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~

A c++ implementation of yolov5 and deepsort

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

An open-source toolkit which is full of handy functions, including the most used models and utilities for deep-learning practitioners!

An easy to use PyTorch to TensorRT converter

YOLOv4, YOLOv4-tiny, YOLOv3, YOLOv3-tiny Implemented in Tensorflow 2.0, Android. Convert YOLO v4 .weights tensorflow, tensorrt and tflite

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

reflective-clothes-detect-dataset、helemet detection yolov5、工作服(反光衣)检测数据集、安全帽检测、施工人员穿戴检测

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

PyTorch/TorchScript compiler for NVIDIA GPUs using TensorRT

EfficientNetv2 TensorRT int8

tensorRt-inference darknet2onnx pytorch2onnx mxnet2onnx python version

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

NCNN+Int8+YOLOv4 quantitative modeling and real-time inference

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

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

A multi object tracking Library Based on tensorrt

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 …

Vehicle Detection Using Deep Learning and YOLO Algorithm

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

Deep learning gateway on Raspberry Pi and other edge devices

This is the implementation that supports yolov5s, yolov5m, yolov5l, yolov5x.

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

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

PyTorch ,ONNX and TensorRT implementation of YOLOv4

🍷 Gracefully claim weekly free games and monthly content from Epic Store.

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... 🐋🔥

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.

Real-time hand pose estimation and gesture classification using TensorRT

You can import this module directly

An Object Detection Knowledge Distillation framework powered by pytorch, now having SSD and yolov5.

YOLOv4 object detector using TensorRT engine

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

Sample apps to demonstrate how to deploy models trained with TAO on DeepStream

PyTorch Project Specification.

TensorRT person tracking RFBNet300

TensorRT for SOLO(use python)

No description or website provided.

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

Push-pull streaming and Web display of YOLO series

🚀🚀🚀NVIDIA TensorRT 加速推断教程！

Yolov3 on tensorflow2.0 and tensorrt7.0

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

本项目为基于yolov5的GUI目标识别程序，支持选择要使用的权重文件，设置是否使用GPU、置信度阈值等参数。

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

Sample projects for TensorRT in C++

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

Active learning for deep object detection using YOLO

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

用c++实现了yolov5使用openvino的部署