Yolo Object Detection Computer Vision Tools

There are 174 yolo object detection tools tracked. 1 score above 70 (verified tier). The highest-rated is ultralytics/ultralytics at 87/100 with 54,333 stars. 1 of the top 10 are actively maintained.

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# Tool Score Tier
1 ultralytics/ultralytics

Ultralytics YOLO 🚀

87
Verified
2 Megvii-BaseDetection/YOLOX

YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with...

62
Established
3 kujason/avod

Code for 3D object detection for autonomous driving

61
Established
4 aparsoft/yolo-streamlit-detection-tracking

Object detection and tracking algorithm implemented for Real-Time video...

61
Established
5 RizwanMunawar/yolov8-object-tracking

YOLOv8 Object Tracking Using PyTorch, OpenCV and Ultralytics

59
Established
6 open-mmlab/mmyolo

OpenMMLab YOLO series toolbox and benchmark. Implemented RTMDet,...

59
Established
7 IntptrMax/YoloSharp

Train Yolo with C#

58
Established
8 hank-ai/darknet

Darknet/YOLO object detection framework

57
Established
9 emptysoal/TensorRT-YOLOv8

Based on tensorrt v8.0+, deploy detect, pose, segment, tracking of YOLOv8...

52
Established
10 experiencor/keras-yolo2

Easy training on custom dataset. Various backends (MobileNet and SqueezeNet)...

51
Established
11 leggedrobotics/darknet_ros

YOLO ROS: Real-Time Object Detection for ROS

51
Established
12 arunponnusamy/object-detection-opencv

YOLO Object detection with OpenCV and Python.

51
Established
13 iArunava/YOLOv3-Object-Detection-with-OpenCV

This project implements a real-time image and video object detection...

51
Established
14 jwchoi384/Gaussian_YOLOv3

Gaussian YOLOv3: An Accurate and Fast Object Detector Using Localization...

51
Established
15 surendramaran/YOLO

YOLOv8, YOLOv9, YOLOv10, YOLOv11 in Mobile Devices, run different machine...

50
Established
16 matlab-deep-learning/Pretrained-YOLOv8-Network-For-Object-Detection

YOLO v8 training and inference in MATLAB for Object Detection with yolov8n,...

50
Established
17 techwingslab/yolov5-net

YOLOv5 object detection with C#, ML.NET, ONNX

50
Established
18 ibaiGorordo/ONNX-YOLOv8-Object-Detection

Python scripts performing object detection using the YOLOv8 model in ONNX.

50
Established
19 AlexeyAB/yolo2_light

Light version of convolutional neural network Yolo v3 & v2 for objects...

50
Established
20 RizwanMunawar/streamgrid

Multi-stream video inference with Ultralytics YOLO - Display multiple video...

50
Established
21 ultralytics/xview-yolov3

xView 2018 Object Detection Challenge: YOLOv3 Training and Inference.

49
Emerging
22 isarsoft/yolov4-triton-tensorrt

This repository deploys YOLOv4 as an optimized TensorRT engine to Triton...

49
Emerging
23 mats-robotics/yolov5_ros

A complete ROS interface for running YOLOv5 inference

49
Emerging
24 snenyl/realtime-pose-estimation

Realtime pose estimation using the YOLOX object detection algorithm and...

49
Emerging
25 sitammeur/YoloDetect

YOLO and TensorFlow.js to find and recognize objects in image, video, and...

48
Emerging
26 ibaiGorordo/ONNX-YOLOv7-Object-Detection

Python scripts performing object detection using the YOLOv7 model in ONNX.

48
Emerging
27 DocF/multispectral-object-detection

Multispectral Object Detection with Yolov5 and Transformer

47
Emerging
28 iscyy/ultralyticsPro

🔥🔥🔥 专注于YOLO11,YOLOv8、TYOLOv12、YOLOv10、RT-DETR、YOLOv7、YOLOv5改进模型,Support to...

47
Emerging
29 tinyvision/DAMO-YOLO

DAMO-YOLO: a fast and accurate object detection method with some new techs,...

47
Emerging
30 ibaiGorordo/ONNX-YOLOv8-Instance-Segmentation

Python scripts performing Instance Segmentation using the YOLOv8 model in ONNX.

47
Emerging
31 noahmr/yolov5-tensorrt

Real-time object detection with YOLOv5 and TensorRT

46
Emerging
32 matlab-deep-learning/pretrained-yolo-v4

Object detection and transfer learning using pretrained YOLO v4 models in MATLAB.

45
Emerging
33 alen-smajic/Real-time-Object-Detection-for-Autonomous-Driving-using-Deep-Learning

My Computer Vision project from my Computer Vision Course (Fall 2020) at...

45
Emerging
34 KleinYuan/easy-yolo

Yolo (Real time object detection) model training tutorial with deep learning...

45
Emerging
35 cyrusbehr/YOLOv8-TensorRT-CPP

YOLOv8 TensorRT C++ Implementation

45
Emerging
36 rampal-punia/django-object-detection

Django object detection app using yolov5. Upload new custom model or use any...

44
Emerging
37 avanetten/simrdwn

Rapid satellite imagery object detection

43
Emerging
38 matlab-deep-learning/Lidar-object-detection-using-complex-yolov4

Object detection and transfer learning on point clouds using pretrained...

42
Emerging
39 iMoonLab/Hyper-YOLOv1.1

The source code of IEEE TPAMI 2025 "Hyper-YOLO: When Visual Object Detection...

42
Emerging
40 John-Pinto/Object_Detection_Satellite_Imagery_Yolov8_DIOR

Building a Yolov8n model from scratch and performing object detection in...

42
Emerging
41 anushkaspatil/Food-Detection

Food Detection using Yolov8 (pre-trained model for object detection)....

41
Emerging
42 OMEGAMAX10/YOLOv8-Object-Detection-Tracking-Image-Segmentation-Pose-Estimation

YOLOv8 object detection, tracking, image segmentation and pose estimation...

41
Emerging
43 matlab-deep-learning/Object-Detection-Using-Pretrained-YOLO-v2

YOLO v2 prediction and training in MATLAB for Object Detection with...

41
Emerging
44 flowhl/YoloAnnotationEditor

Annotation Editor, YOLO Previewer and Dataset Management Tool designed for YOLO v11

41
Emerging
45 beenotung/yolo-helpers

Helper functions to use models converted from YOLO in browser and Node.js.

41
Emerging
46 Avafly/YOLOv5-ncnn-OpenVINO-MNN-ONNXRuntime-OpenCV-CPP

YOLOv5 C++ inference implemented using multiple frameworks: ncnn, OpenVINO,...

40
Emerging
47 vmc-7645/YOLOv8-retail

Detect retail products via the YOLOv8 object recognition engine.

40
Emerging
48 tahaemara/yolo-custom-object-detector

Making custom object detector using Yolo (Java and Python)

40
Emerging
49 ruhyadi/YOLO3D

YOLO 3D Object Detection for Autonomous Driving Vehicle

40
Emerging
50 intel-retail/rtsf-at-checkout-reference-design

Detect loss at self-checkout by seamlessly connecting different sensor...

40
Emerging
51 jordandelbar/yolo-tonic

Webcam video stream with real-time YOLO object detection, built with Ort,...

39
Emerging
52 iMoonLab/Hyper-YOLO

The source code of IEEE TPAMI 2025 "Hyper-YOLO: When Visual Object Detection...

39
Emerging
53 hpc203/yolo-fastestv2-opencv

使用OpenCV部署Yolo-FastestV2,包含C++和Python两种版本的程序

38
Emerging
54 tech4ai/t4ai-signature-detect-server

This project provides a pipeline for deploying and performing inference with...

38
Emerging
55 cuixing158/yolov3-yolov4-matlab

Import and export Darknet™ models within MATLAB deep learning networks.

38
Emerging
56 geospaitial-lab/adois

Automatic detection of impervious surfaces

37
Emerging
57 theos-ai/easy-yolov7

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

37
Emerging
58 jacky-xbb/kai

Objection Detection Cloud Services Based On YOLO/Darknet.

36
Emerging
59 siromermer/CS2-CSGO-Yolov8-Yolov7-ObjectDetection

Extension for CSGO game: a real-time object detection extension using a...

35
Emerging
60 hynjxn/uniform-detection-using-YOLOv5

Korea Girls High School's Inappropriate Uniform Detection Service

35
Emerging
61 suryanshgupta9933/Dense-Object-Detection

Object Detection in Dense Environments using Yolov5 on SKU110K dataset and...

35
Emerging
62 Gatedip/GDIP-Yolo

Gated Differentiable Image Processing (GDIP) for Object Detection in Adverse...

35
Emerging
63 ibaiGorordo/ONNX-YOLOv5-Instance-Segmentation

Python scripts performing instance segmentation using the YOLOv5 model in ONNX.

35
Emerging
64 RANJITHROSAN17/yolov3

YOLOv3 Object Detection Training repository! This project provides a...

34
Emerging
65 Rushi314/GPR-Object-Detection

This repository contains code to train object detection models like...

34
Emerging
66 AlessandroMondin/YOLOV5m

A personal implementation of YOLOv5 (v6.0)

34
Emerging
67 LynnHaDo/Checkbox-Detection

Checkbox Detection Model for Scanned Documents

34
Emerging
68 noahmr/zed-yolov5

Object detection with YOLOv5, TensorRT and Stereolabs ZED

34
Emerging
69 yeahiasarker/object-detection-yolo

Real Time Object Detection Using Pretrained YoloV3

34
Emerging
70 mohamedamine99/Object-tracking-and-counting-using-YOLOV8

This repository contains the code for an object detection, tracking and...

34
Emerging
71 FatemeZamanian/Yolov5-Fruit-Detector

A program to recognize fruits on pictures or videos using yolov5

33
Emerging
72 slyautomation/osrs_yolov5

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

33
Emerging
73 Wb-az/yolov8-disease-detection-agriculture

YOLOV8 - Object detection

33
Emerging
74 genert/real-time-object-detection-with-webrtc-and-yolo

A solution code for the real time object detection with WebRTC and YOLO...

33
Emerging
75 Cola-Robotics/cola-object-detection

Deployment of YOLOv5 on Jetson Xavier AGX via TensoRT

33
Emerging
76 fferreyra65/Object_Detection_for_in-store_inventory_management

Object detection for in-store inventory management

32
Emerging
77 oki-aryawan/flower-detection-yolov5

Detect hortensia dan hervetica flower using YOLOv5

32
Emerging
78 jrzvnn/tour-in-tramuros

Realtime image recognition of tourist attractions in intramuros using YOLOv8

31
Emerging
79 deepakmisal24/Counting-Objects-and-Face-Detection-using-YOLO-Model

Developed an object and face detection system using YOLOv8 and OpenCV. The...

31
Emerging
80 thawro/yolov8-digits-detection

Digits detection with YOLOv8 detection model and ONNX pre/post processing

31
Emerging
81 CodeByPinar/Real-Time-Object-Detection-Projects

Explore real-time object detection projects developed with OpenCV and YOLO....

30
Emerging
82 ax2mazhr/FLIR2YOLO

Convert FLIR formatted annotations to YOLO training format + Additional...

30
Emerging
83 josebenitezg/yolov8-streamlit-app

Streamlit app to visualize inference over images and video in Yolov8

30
Emerging
84 GirinChutia/Object-Detection-Inference-Interface

Object Detection Inference Interface (ODII) : A common interface for object...

30
Emerging
85 aliardan/RoadMarkingDetection

Road markings detection using yolov5 model based on ONNX

30
Emerging
86 mohamedamine99/YOLOv8-custom-object-detection

This repository showcases the utilization of the YOLOv8 algorithm for custom...

30
Emerging
87 exarchou/YOLO-Object-Recognition

Real Time Object Recognition from Webcam frames using opencv and YOLO...

29
Experimental
88 tadowney/logo_detection

Detecting company logos using deep learning

29
Experimental
89 hafidh561/yolo-inference-opencv

Inference your YOLOv4 model with OpenCV

29
Experimental
90 galafis/cv-object-detection-yolo

Cv Object Detection Yolo - Professional Python project

29
Experimental
91 galafis/Computer-Vision-Object-Detection

YOLOv3 object detection via OpenCV DNN - image, webcam, and Flask web upload modes

29
Experimental
92 LdDl/yolo-go

Port of Darknet YOLO for Go ecosystem

29
Experimental
93 abhijeetgupta23/Box-Detection-in-Warehouse-using-Vision-Based-ML-Engineering

This Repo contains a Box Detection Application capable of identifying box...

28
Experimental
94 sevenjunebaby/Xpro

X ᴾᴿᴼ Application detect any object powered by [ FastApi ]

28
Experimental
95 HimanshuBhosale25/YOLO-DeepSeek-Powered-Image-Manipulation-Tool

This project showcases a deep learning pipeline for image editing,...

28
Experimental
96 matlab-deep-learning/Pretrained-YOLOX-Network-For-Object-Detection

YOLOX inference in MATLAB for Object Detection with yolox_s, yolox_m &...

27
Experimental
97 buxihuo/OW-YOLO

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))

27
Experimental
98 bencevans/rust-opencv-yolov5

YOLOv5 Inference with ONNX & OpenCV in Rust

27
Experimental
99 ongaunjie1/YOLOv8-streamlit-app

Object Detection/Segmentation App using YOLOv8

26
Experimental
100 teresakae/TugasFruitDetector

An object detection project using Python, Ultralytics, and the YOLOv8n model...

25
Experimental
101 dberwang/retail-vision-analytics

Retail Vision Analytics from Computer Vision

25
Experimental
102 ZoomZoneZero/yolov12-pure-pytorch

A streamlined, pure PyTorch implementation of YOLOv12. Features decoupled...

25
Experimental
103 kirigumo/LiDAR-plus-object-detection

Using LiDAR-readied iPhone to demonstrate the manipulation of LiDAR depth...

25
Experimental
104 robotology/online-detection-demo

Fast object detection learning with CNN and kernel based architecture

24
Experimental
105 akhilkailas017/Object-Detection-using-Yolov5

This repository teaches you how to train your own image dataset using yolov5...

24
Experimental
106 Trevog/OpenCV-yolo-stream

Computer Vision Projects

24
Experimental
107 Nick-Barua/AFODS-Sensor-Fusion-Code

Core codebase containing YOLOv7 and GRU model scripts supporting the AFODS...

24
Experimental
108 Real-VeerSandhu/Object-Detection

🚥 Web app deployment of YoloV3 (Inspirit AI Project)

24
Experimental
109 mehtamohit013/object-detection-kalman

This repository uses YOLO and Kalman Filters to track a single and multiple...

24
Experimental
110 itsanuragkumarjha/Custom_YOLOV9_Room_cleanliness_Detector

This project leverages a custom-trained YOLOv9 model to detect objects...

24
Experimental
111 bitscoper/Bitscoper_Visionscope

Object Detection, Oriented Bounding Boxes (OBB) Object Detection, Object...

23
Experimental
112 koesan/TepeGoz

TepeGöz, an AI-powered autonomous surveillance system that provides...

23
Experimental
113 Cestovatels/YOLO-Pipeline-Auto

End-to-end automated YOLO training pipeline with built-in dataset...

22
Experimental
114 ElliotBlackstone/automotive-ssd-object-detection

From scratch PyTorch SSD for dashcam object detection (cars, bikes,...

22
Experimental
115 atsawinkz/dog-cat-object-detection

Object detection and instance segmentation models for dog and cat dataset...

22
Experimental
116 FaNa-AI/YOLO

A minimal YOLOv8n-based object detection project using the lightweight Nano...

22
Experimental
117 Tinker-Twins/YOLO-ROS-2

Darknet YOLO with ROS 2

22
Experimental
118 Abhijeet0Kaushik/object-detection-system

Production-ready real-time object detection with YOLOv8, featuring web...

22
Experimental
119 dnth/yolov5-torchscript-flutter-blogpost

YOLOv5 real time inference on Android with Torchscript and Flutter

22
Experimental
120 Paulraj916/RealSense-Depth-Sensing-Object-Detection-with-YOLOv5

"RealSense D455 + YOLOv5: Enhancing object detection accuracy with depth sensing."

21
Experimental
121 TruongNV-hut/AI_U_P_Cl_YOLO5_ObjectDetection_usgmsdsh

Training YOLO5 model with custom data

21
Experimental
122 circa10a/cv-notifier

Easily detect objects using computer vision and call configurable webhooks

21
Experimental
123 George-Hotz/yolov8_seg_tensorRT

在Jetson AGX Xavier上部署yolov8-seg检测分割模型(带自适应低光照补偿)

21
Experimental
124 Maheswara660/Object-Detection-In-Images

A powerful web-based object detection application built with Python, Flask,...

21
Experimental
125 matin-ghorbani/Yolov5-CPP

Yolo v5 with CPP

21
Experimental
126 NoCohen66/Verification4ObjectDetection

🩺🛣️ IBP IoU an approach for the formal verificaion of object detection models.

20
Experimental
127 shahin-ro/Head-Wheat-Detection

🌾 Wheat Detection using YOLO11n! 📸 Installs Ultralytics, trains on...

20
Experimental
128 OmerMert/P4RS-UnmannedGroundVehicle

Foreign object detection vehicle

20
Experimental
129 kamipakistan/YOLOv4-Custom-Object-Detection

The "YOLOv4 Custom Object Detection" Github repository provides a...

20
Experimental
130 theos-ai/easy-yolov8

This a clean and easy-to-use implementation of YOLOv8 in PyTorch, made with...

20
Experimental
131 thisishardik/product-detection-in-retail

Shelf Auditing in Retail Businesses using Object Detection

19
Experimental
132 bhandd/AI-object-detection-app

An object detection application developed as part of a Bachelor's thesis at...

19
Experimental
133 gogo5911/Yolov3-ObjectDetectionSystem

본 시스템은 Yolo v3를 이용하여 Object Detection할 수 있는 프로그램입니다. 이미지, 동영상, WebCam모드를 지원합니다.

18
Experimental
134 Sampad-Amirkabir/Yolov5-CPP

Using Yolov5 in CPP

17
Experimental
135 sajidahmed12/Yolov5-FastApI-Web

This is a FastAPI web application that allows a user to upload images to...

17
Experimental
136 luizcast/DCM_TCC

DICOM OBJECT DETECTION YOLO

17
Experimental
137 erma0x/yolo-object-detection

object detection with yolo neural networks models on images and videocamera frames

17
Experimental
138 CodeByPinar/super-heatmapper-project

A comprehensive video analysis and heatmap generation tool based on...

17
Experimental
139 mbsoroush/ObjectDetection_for_SelfDrivingCars

This repository contains a project demonstrating object detection using the...

17
Experimental
140 duonghieu7104/Yolo-Vision-Hub

🚀 Computer Vision Hub: Real-time face recognition (OpenCV + SVM), YOLO...

15
Experimental
141 ychieh777/vision-ai-detection-api

Real-time object detection API using YOLO with FastAPI and Docker deployment.

14
Experimental
142 maia2a/computer-vision

API de Object Detection com YOLOv8, FastAPI e React. Deploy containerizado...

14
Experimental
143 bebraberovic762-netizen/zeroalloc-realtime-vision-pipeline-and-tracking

low-latency real-time object detection and tracking pipeline built in...

14
Experimental
144 ReeseMoe73/Object_detection

Python demo using YOLOv8 + OpenCV to detect and track cars and dogs in...

14
Experimental
145 sharvesh1401/Object-Detection-Yolo

A simple YOLOv5 object detection project that demonstrates real-time image...

14
Experimental
146 RAIDAN44/vision-smart-cashier-system

AI-powered smart cashier system that uses computer vision (YOLOv8) to...

14
Experimental
147 HeleenaRobert/object-detection-comparison

📊 Benchmark and results summary of multiple object detection models (YOLOv4,...

13
Experimental
148 nouran25/Egyptian-Museum-Artifact-Detection

AI-powered museum companion for Egyptian artifact detection and cultural...

13
Experimental
149 Yogesh-Rebari/Camouflaged-Object-Detection-using-Deep-Learning

This project presents a robust deployment of YOLOv8 tailored for detecting...

12
Experimental
150 mohamedamine99/YOLOv5-object-detection

This GitHub repository showcases simple object detection using different...

12
Experimental
151 JayanthSrinivas06/YOLO-Object-Detection-and-Classification-Model

This project presents a dual-model system using YOLOv8 and YOLOv8-cls to...

12
Experimental
152 Zlmknc/Thining-analysis-with-YOLO

YOLO-based thining analysis was performed with the data set collected and...

12
Experimental
153 alxandru/yolov4_roundabout_traffic

A tutorial on how to train a YOLOv4 vehicle detector using Darknet and the...

12
Experimental
154 jhaabhijeet864/VISTA_S

Dive into VISTA! 🔭 This cutting-edge Object Detection Model is meticulously...

12
Experimental
155 Aleksey3ltt/WebCamYoloCuda

Object detection using the YOLO neural network and CUDA hardware and...

11
Experimental
156 aysekonus/objectdetection

Object Detection with YOLOv3

11
Experimental
157 akbartus/Yolov5-Segmentation-on-Browser

Example of YOLOv5 object segmentation on the browser, powered by Onnx....

11
Experimental
158 aidayang/Ultralytics-OneClick

Ultralytics-YOLO11 免安装一键启动整合包

11
Experimental
159 Omskka/VulnerableGroup_detection

This project utilizes YOLOv8 technology to detect vulnerable groups such as...

11
Experimental
160 sagarnildass/Guitar-Detection-YOLO-V8

Guitar Detection using SOTA YOLO-V8

11
Experimental
161 yunus-temurlenk/Dolphin-Detection

Includes the YOLO-weight files to detect dolpins

11
Experimental
162 DevilUpperCase/live_streaming_object_detection

This repository demonstrates a Python script that performs object detection...

11
Experimental
163 SajjadHm/yolo-fine-tuning

YOLOv8 fine-tuning on CCTV camera videos

11
Experimental
164 mucahitbektas/RealTimeObjectDetection

This project implements a real-time video object detection classifier using...

11
Experimental
165 Meirbek-dev/Object_detection

Real-time screen object detection using PyTorch & YOLO V5

11
Experimental
166 XynaxDev/yolo-space-object-detection

Detects7 is a lightweight object-detection demo built using YOLOv8,...

11
Experimental
167 CodeWithQadeer/object_detection_proj

🎯 A real-time object detection web app built with PyTorch and YOLOv5,...

11
Experimental
168 Amir-Hofo/Yolo_v8

This repository utilizes YOLOv8 for object detection and segmentation in...

11
Experimental
169 RealUnfazed/PyCVision

PyCVision is a Python-based real-time object detection system powered by the...

11
Experimental
170 junioraguilar/oxiom

Train, test, and upload models for object detection with an easy-to-use interface

10
Experimental
171 rahmansahinler1/YOLO_custom_object_detection

From scratch custom object detection training system with YOLO-v3. You can...

10
Experimental
172 Prashanth0205/Object-Detection-Under-Low-Lighting-Conditions-Using-Deep-Learning-Architectures

Object Detection on the ExDark Dataset using image pre-processing and...

10
Experimental
173 Itzhak838/YOLO-object-detection

Image and video detection and big data detection.

10
Experimental
174 justinbellucci/yolo3-object-detection

This project, for Udacity's C++ Nanodegree, uses YOLOv3 Deep Neural Network...

10
Experimental