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Search results for pytorch yolov5

104 search results found

Yolov5 ⭐ 44,755

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

Ultralytics ⭐ 18,719

NEW - YOLOv8 🚀 in PyTorch > ONNX > OpenVINO > CoreML > TFLite

Yolov3 ⭐ 9,865

YOLOv3 in PyTorch > ONNX > CoreML > TFLite

Tensorrtx ⭐ 6,315

Implementation of popular deep learning networks with TensorRT network definition API

Notebooks ⭐ 3,677

Examples and tutorials on using SOTA computer vision models and techniques. Learn everything from old-school ResNet, through YOLO and object-detection transformers like DETR, to the latest models like Grounding DINO and SAM.

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.

Framework agnostic sliced/tiled inference + interactive ui + error analysis plots

Mmyolo ⭐ 2,366

OpenMMLab YOLO series toolbox and benchmark. Implemented RTMDet, RTMDet-Rotated,YOLOv5, YOLOv6, YOLOv7, YOLOv8,YOLOX, PPYOLOE, etc.

Tensorrt_pro ⭐ 2,199

C++ library based on tensorrt integration

Yolov5 Lite ⭐ 1,975

🍅🍅🍅YOLOv5-Lite: Evolved from yolov5 and the size of model is only 900+kb (int8) and 1.7M (fp16). Reach 15 FPS on the Raspberry Pi 4B~

Smart_construction ⭐ 1,958

Base on YOLOv5 Head Person Helmet Detection on Construction Sites，基于目标检测工地安全帽和禁入危险区域识别系统，🚀😆附 YOLOv5 训练自己的数据集超详细教程🚀😆2021.3新增可视化界面❗❗

Yolov5 Face ⭐ 1,791

YOLO5Face: Why Reinventing a Face Detector (https://arxiv.org/abs/2105.12931) ECCV Workshops 2022)

Yoloair ⭐ 1,714

🔥🔥🔥YOLOv5, YOLOv6, YOLOv7, YOLOv8, PPYOLOE, YOLOX, YOLOR, YOLOv4, YOLOv3, Transformer, Attention, TOOD and Improved-YOLOv5-YOLOv7... Support to improve backbone, neck, head, loss, IoU, NMS and other modules🚀

Kuiperinfer ⭐ 1,706

带你从零实现一个高性能的深度学习推理库，支持Unet、Yolov5、Resnet等模型的推理。Imp a high-performance deep learning inference library step by step

Autodistill ⭐ 1,286

Images to inference with no labeling (use foundation models to train supervised models)

Deepstream Yolo ⭐ 1,184

NVIDIA DeepStream SDK 6.3 / 6.2 / 6.1.1 / 6.1 / 6.0.1 / 6.0 / 5.1 implementation for YOLO models

Fire Smoke Detect Yolov4 ⭐ 1,113

fire-smoke-detect-yolov4-yolov5 and fire-smoke-detection-dataset 火灾检测，烟雾检测

Chinese_license_plate_detection_recognition ⭐ 795

yolov5 车牌检测车牌识别中文车牌识别检测支持12种中文车牌支持双层车牌

Yolo_research ⭐ 715

based on yolo-high-level project (detect\pose\classify\segment\):include yolov5\yolov7\yolov8\ core ,improvement research ,SwintransformV2 and Attention Series. training skills, business customization, engineering deployment C

yolort is a runtime stack for yolov5 on specialized accelerators such as tensorrt, libtorch, onnxruntime, tvm and ncnn.

Yolov5 Deepsort ⭐ 687

最新版本yolov5+deepsort目标检测和追踪，能够显示目标类别，支持5.0版本可训练自己数据

Msnhnet ⭐ 666

🔥 (yolov3 yolov4 yolov5 unet ...)A mini pytorch inference framework which inspired from darknet.

Flexible Yolov5 ⭐ 607

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

Yolo V5 ⭐ 581

🎨 Pytorch YOLO v5 训练自己的数据集超详细教程！！！ 🎨 (提供PDF训练教程下载）

Yolov5_magic ⭐ 486

YOLO Magic🪄 is an extension based on Ultralytics' YOLOv5, designed to provide more powerful functionality and simpler operations for visual tasks.

Easy & Modular Computer Vision Detectors and Trackers - Run YOLO-NAS,v8,v7,v6,v5,R,X in under 20 lines of code.

Cool experiments at the intersection of Computer Vision and Sports ⚽🏃

Fire Detection From Images ⭐ 295

Detect fire in images using neural nets

Burn Detection Classification ⭐ 275

Highly Accurate and Efficient Burn detection and Classification trained with Deep Learning Model

Yolov5 Pip ⭐ 273

Packaged version of ultralytics/yolov5 + many extra features

Yolox_deepsort_tracker ⭐ 270

using yolox+deepsort for object-tracking

Modelassistant ⭐ 268

Seeed SenseCraft Model Assistant is an open-source project focused on embedded AI. 🔥🔥🔥

Pytorch Tutorial 2nd ⭐ 266

《Pytorch实用教程——第二版》无论是零基础入门，还是进阶工程化部署落地，在这里都有。相信在本书 PyTorch 的使用，成为一名优秀的深度学习工程师。

Yolov5 Gradcam ⭐ 258

Visualizing Yolov5's layers using GradCam

Deepsort_yolov5_pytorch ⭐ 250

DeepSORT + YOLOv5

Object Detection Knowledge Distillation ⭐ 211

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

Ncnn Models ⭐ 177

awesome AI models with NCNN, and how they were converted ✨✨✨

Slim Neck By Gsconv ⭐ 158

Pytorch implementation of the 'Slim-neck by GSConv: A better design paradigm of detector architectures for autonomous vehicles'

Food Recognition ⭐ 143

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

Yolov5_ros ⭐ 111

A complete ROS interface for running YOLOv5 inference

Traffic Sign Recognition Pyqt5 Yolov5 Gui ⭐ 107

This YOLOv5🚀😊 GUI road sign system uses MySQL💽, PyQt5🎨, PyTorch, and TensorRT⚡ with CSS🌈. It has modules for login🔑, YOLOv5 setup📋, sign recognition🔍, database💾, and image processing🖼️. It supports diverse inputs, model switching, and enhancements like mosaic and mixup📈.

Multispectral Object Detection ⭐ 104

Multispectral Object Detection with Yolov5 and Transformer

Yolodet Pytorch ⭐ 96

reproduce the YOLO series of papers in pytorch, including YOLOv4, PP-YOLO, YOLOv5，YOLOv3, etc.

Yolov5forcsgo ⭐ 95

CSGO agent detection and auto aim

Deep_utils ⭐ 95

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

Yolov5_deepsort_tensorrt ⭐ 89

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.

Vehicle Cv Adas ⭐ 85

The project can achieve FCWS, LDWS, and LKAS functions solely using only visual sensors. using YOLOv5 / YOLOv5-lite / YOLOv8 and Ultra-Fast-Lane-Detection-v2 .

Jetsonyolo ⭐ 82

Simple process for camera installation, software and hardware setup, and object detection using Yolov5 and openCV on NVIDIA Jetson Nano.

Onnx_tensorrt_project ⭐ 70

Support Yolov5(4.0)/Yolov5(5.0)/YoloR/YoloX/Yolov4/Yolov3/ use darknet/libtorch/pytorch/mxnet to onnx to tensorrt

Awesome Snn ⭐ 70

🔥🔥🔥A collection of some awesome public SNN(Spiking Neural Network) projects.

Vehicle Counting ⭐ 65

Vehicle counting using Pytorch

Detect known and unknown objects in the open world（具有区分已知与未知能力的全新检测器））

Computer Vision deployment tools for dummies and experts. CVU aims at making CV pipelines easier to build and consistent around platforms, devices, and models.

Yolov5_for_rknn ⭐ 60

YOLOv5 in PyTorch > ONNX > RKNN

Yoloface ⭐ 52

Yolov5 Face Detection

Easy Yolov7 ⭐ 51

This a clean and easy-to-use implementation of YOLOv7 in PyTorch, made with ❤️ by Theos AI.

Awesome Yolov5 Models ⭐ 46

Easy to use pretrained yolov5 models

Yolov6_pro ⭐ 38

Make it easier for yolov6 to change the network structure

Yolov8 Flask Vue Deploy ⭐ 35

本科个人目标检测毕设

Yolo_series_deepsort_pytorch ⭐ 35

Deepsort with yolo series. This project support the existing yolo detection model algorithm (YOLOv3, YOLOV4, YOLOV4Scaled, YOLOV5, YOLOV6, YOLOV7, YOLOV8, YOLOX, YOLOR, PPYOLOE ).

Image Identification For Self Driving Cars ⭐ 34

🖍️ This project achieves some functions of image identification for Self-Driving Cars. First, use yolov5 for object detection. Second, image classification for traffic light and traffic sign. Furthermore, the GUI of this project makes it more user-friendly for users to realize the image identification for Self-Driving Cars.

Yolov5 Sahi ⭐ 32

Yolov5 Modelini Kullanarak Özel Nesne Eğitimi ve SAHI Kullanımı

Pytorch_yolo_openvino_demo ⭐ 32

Awesome Dotnet Machine Learning ⭐ 32

A collection of some awesome public machine learning framework, tutorial, blogs, library and applications for .NET.

Yolov5 Odconvnext ⭐ 31

YOLOv5-ODConvNeXt is an improved version of YOLOv5 for ship detection on drone-captured images.

Dockerfile Yolov5 Jetson ⭐ 30

Dockerfile for yolov5 inference on NVIDIA Jetson

Yolov5_ros ⭐ 24

Real-time object detection with ROS, based on YOLOv5 and PyTorch (基于 YOLOv5的ROS实时对象检测)

Yolov8 Pt ⭐ 24

YOLOv8 implementation using PyTorch

Awesome Rust List ⭐ 22

A collection of some awesome public Rust programming language projects.

Comet.box ⭐ 21

Collection of Object Detection and Segmentation Pipelines🛸🚀

Cars Detection Using Yolov5 ⭐ 21

Iranian Cars Detection using Yolov5s, PyTorch

Zoneeval ⭐ 20

Zone Evaluation: Revealing Spatial Bias in Object Detection

Roadmarkingdetection ⭐ 19

Road markings detection using yolov5 model based on ONNX

Osrs_yolov5 ⭐ 19

Yolov5 Object Detection In OSRS using Python code, Detecting Cows - Botting

Pytorch Tensorrt Plugins ⭐ 19

Useful plugins for Pytorch1.5+ and TensorRT7/8.

Signature Verification_system_using_yolov5 And Cyclegan ⭐ 18

An end-to-end signature verification system to extract, clean and verify signatures in documents. Signatures are detected using YOLOv5. Noise is cleaned using a CycleGAN approach and verified. Keras / Tensorflow / PyTorch

Ppdetectionpytorch ⭐ 18

Paddle detection to pytorch

Yolo Student Counter ⭐ 18

Monitor in classroom headcount, support image/video/live streaming as input. 教室人数检测统计

Vision Toolbox ⭐ 15

Toolbox for vision tasks. Pre-trained vision backbones on ImageNet with PyTorch Lightning 🚀

Sort Multiple Car Tracking Using Yolov5 ⭐ 15

This is a Multi object tracker. Mainly it was build for tracking car movement in a junction.

Yoloseries ⭐ 14

YOLOv7, YOLOX and YOLOv5 are working right now

Yolov5_tensorrt ⭐ 13

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

Deepstream Yolo Seg ⭐ 13

NVIDIA DeepStream SDK 6.3 / 6.2 / 6.1.1 / 6.1 / 6.0.1 / 6.0 implementation for YOLO-Segmentation models

Yolov7 Pytorch Segmentation ⭐ 12

YOLOv7 segmentation pytorch implementation guide

Sensecraft Ai ⭐ 12

An application suite including an open-source inference server and web UI to deploy any YOLOv8 model to NVIDIA Jetson devices and visualize captured streams, with one line of code.

Helmet Detection Yolov5 ⭐ 12

Safety helmet wearing detection on construction site based on YoloV5s-V5.0 including helmet dataset（基于YoloV5-V5.0的工地安全帽检测并且包含开源的安全帽数据集）

Tensorrt_ex ⭐ 11

Deep Learning Model Optimization Using by TensorRT API, window

Yolov5 Real Time Object Detection ⭐ 10

Real Time Object Detection using Yolov5 (custom or pre-trained model) deployed on web browser using Flask backend.

license plate detection and recognition in unconstrained scenarios

Chinese Advertisement Board Identification ⭐ 10

Chinese-Advertisement-Board-Identification. We use YoloV5 to extract the ROI of the location of the chinese word. Next, we sort the bounding box and recognize every chinese words which we extracted. The methods which we use are Yolov5, ArgMargin and Focal loss.

Csgo_aim ⭐ 10

Aim assist for CSGO with python and yolo

Deepstream Yolo Face ⭐ 9

NVIDIA DeepStream SDK 6.3 / 6.2 / 6.1.1 / 6.1 / 6.0.1 / 6.0 application for YOLO-Face models

2021aicompetition 03 ⭐ 9

1st ranked 'driver careless behavior detection' for AI Online Competition 2021, hosted by MSIT Korea.

Fruit Detection In Orchards ⭐ 8

Fruit Detection and Counting Model research for Yield mapping and Robotic harvesting

Csgo Aimbot ⭐ 8

🎯 An aimbot that uses Yolov5 and PyTorch to play CS:GO

Detecting Beer ⭐ 7

Определение количества позиций товара на витрине по фотографиям. (label-studio, yolov5, torch, rabbitmq, pika, docker-compose)

Vitpose Pytorch ⭐ 7

VitPose without MMCV dependencies

Identity Action ⭐ 7

The combination of face identification and action recognition for fall detection (ICT Journal)

Yolo_various_framework ⭐ 6

run YOLO (object detection model) on various frameworks

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