Yolo Object Detection Computer Vision Tools

There are 93 yolo object detection tools tracked. 2 score above 70 (verified tier). The highest-rated is ultralytics/ultralytics at 100/100 with 54,333 stars and 10,095,391 monthly downloads. 1 of the top 10 are actively maintained.

Get all 93 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=computer-vision&subcategory=yolo-object-detection&limit=20"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

#	Tool	Score	Tier	Stars	Language
1	ultralytics/ultralytics Ultralytics YOLO 🚀	100	Verified	54,333	Python
2	Megvii-BaseDetection/YOLOX YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with...	70	Verified	10,373	Python
3	open-mmlab/mmyolo OpenMMLab YOLO series toolbox and benchmark. Implemented RTMDet,...	67	Established	3,421	Python
4	kujason/avod Code for 3D object detection for autonomous driving	54	Established	960	Python
5	aparsoft/yolo-streamlit-detection-tracking Object detection and tracking algorithm implemented for Real-Time video...	54	Established	408	Python
6	IntptrMax/YoloSharp Train Yolo with C#	54	Established	219	C#
7	RizwanMunawar/yolov8-object-tracking YOLOv8 Object Tracking Using PyTorch, OpenCV and Ultralytics	52	Established	362	Python
8	hank-ai/darknet Darknet/YOLO object detection framework	50	Established	776	C++
9	tinyvision/DAMO-YOLO DAMO-YOLO: a fast and accurate object detection method with some new techs,...	47	Emerging	3,145	Python
10	iscyy/ultralyticsPro 🔥🔥🔥 专注于YOLO11，YOLOv8、TYOLOv12、YOLOv10、RT-DETR、YOLOv7、YOLOv5改进模型，Support to...	47	Emerging	2,921	Python
11	emptysoal/TensorRT-YOLOv8 Based on tensorrt v8.0+, deploy detect, pose, segment, tracking of YOLOv8...	45	Emerging	141	C++
12	iArunava/YOLOv3-Object-Detection-with-OpenCV This project implements a real-time image and video object detection...	44	Emerging	356	Python
13	RizwanMunawar/streamgrid Multi-stream video inference with Ultralytics YOLO - Display multiple video...	44	Emerging	15	Python
14	leggedrobotics/darknet_ros YOLO ROS: Real-Time Object Detection for ROS	44	Emerging	2,423	C++
15	arunponnusamy/object-detection-opencv YOLO Object detection with OpenCV and Python.	44	Emerging	510	Python
16	jwchoi384/Gaussian_YOLOv3 Gaussian YOLOv3: An Accurate and Fast Object Detector Using Localization...	44	Emerging	669	C
17	experiencor/keras-yolo2 Easy training on custom dataset. Various backends (MobileNet and SqueezeNet)...	44	Emerging	1,737	Jupyter Notebook
18	techwingslab/yolov5-net YOLOv5 object detection with C#, ML.NET, ONNX	43	Emerging	385	C#
19	matlab-deep-learning/Pretrained-YOLOv8-Network-For-Object-Detection YOLO v8 training and inference in MATLAB for Object Detection with yolov8n,...	43	Emerging	61	MATLAB
20	AlexeyAB/yolo2_light Light version of convolutional neural network Yolo v3 & v2 for objects...	43	Emerging	306	C
21	ibaiGorordo/ONNX-YOLOv8-Object-Detection Python scripts performing object detection using the YOLOv8 model in ONNX.	43	Emerging	481	Python
22	surendramaran/YOLO YOLOv8, YOLOv9, YOLOv10, YOLOv11 in Mobile Devices, run different machine...	43	Emerging	195	Kotlin
23	mats-robotics/yolov5_ros A complete ROS interface for running YOLOv5 inference	42	Emerging	258	Python
24	ultralytics/xview-yolov3 xView 2018 Object Detection Challenge: YOLOv3 Training and Inference.	42	Emerging	324	Python
25	isarsoft/yolov4-triton-tensorrt This repository deploys YOLOv4 as an optimized TensorRT engine to Triton...	42	Emerging	284	C++
26	snenyl/realtime-pose-estimation Realtime pose estimation using the YOLOX object detection algorithm and...	42	Emerging	28	C++
27	sitammeur/YoloDetect YOLO and TensorFlow.js to find and recognize objects in image, video, and...	41	Emerging	14	JavaScript
28	ibaiGorordo/ONNX-YOLOv7-Object-Detection Python scripts performing object detection using the YOLOv7 model in ONNX.	41	Emerging	207	Python
29	ibaiGorordo/ONNX-YOLOv8-Instance-Segmentation Python scripts performing Instance Segmentation using the YOLOv8 model in ONNX.	40	Emerging	186	Python
30	DocF/multispectral-object-detection Multispectral Object Detection with Yolov5 and Transformer	40	Emerging	460	Python
31	noahmr/yolov5-tensorrt Real-time object detection with YOLOv5 and TensorRT	39	Emerging	131	C++
32	KleinYuan/easy-yolo Yolo (Real time object detection) model training tutorial with deep learning...	38	Emerging	101	C
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...	38	Emerging	87	Jupyter Notebook
34	cyrusbehr/YOLOv8-TensorRT-CPP YOLOv8 TensorRT C++ Implementation	38	Emerging	718	C++
35	matlab-deep-learning/pretrained-yolo-v4 Object detection and transfer learning using pretrained YOLO v4 models in MATLAB.	38	Emerging	55	MATLAB
36	rampal-punia/django-object-detection Django object detection app using yolov5. Upload new custom model or use any...	37	Emerging	58	Python
37	avanetten/simrdwn Rapid satellite imagery object detection	36	Emerging	223	C
38	iMoonLab/Hyper-YOLOv1.1 The source code of IEEE TPAMI 2025 "Hyper-YOLO: When Visual Object Detection...	35	Emerging	119	Python
39	John-Pinto/Object_Detection_Satellite_Imagery_Yolov8_DIOR Building a Yolov8n model from scratch and performing object detection in...	35	Emerging	107	Jupyter Notebook
40	tech4ai/t4ai-signature-detect-server This project provides a pipeline for deploying and performing inference with...	35	Emerging	22	Jupyter Notebook
41	matlab-deep-learning/Lidar-object-detection-using-complex-yolov4 Object detection and transfer learning on point clouds using pretrained...	35	Emerging	28	MATLAB
42	matlab-deep-learning/Object-Detection-Using-Pretrained-YOLO-v2 YOLO v2 prediction and training in MATLAB for Object Detection with...	34	Emerging	21	—
43	anushkaspatil/Food-Detection Food Detection using Yolov8 (pre-trained model for object detection)....	34	Emerging	33	Jupyter Notebook
44	OMEGAMAX10/YOLOv8-Object-Detection-Tracking-Image-Segmentation-Pose-Estimation YOLOv8 object detection, tracking, image segmentation and pose estimation...	34	Emerging	79	Python
45	ruhyadi/YOLO3D YOLO 3D Object Detection for Autonomous Driving Vehicle	33	Emerging	387	Python
46	tahaemara/yolo-custom-object-detector Making custom object detector using Yolo (Java and Python)	33	Emerging	95	Java
47	Avafly/YOLOv5-ncnn-OpenVINO-MNN-ONNXRuntime-OpenCV-CPP YOLOv5 C++ inference implemented using multiple frameworks: ncnn, OpenVINO,...	33	Emerging	19	C++
48	vmc-7645/YOLOv8-retail Detect retail products via the YOLOv8 object recognition engine.	33	Emerging	28	Python
49	intel-retail/rtsf-at-checkout-reference-design Detect loss at self-checkout by seamlessly connecting different sensor...	33	Emerging	12	Go
50	iMoonLab/Hyper-YOLO The source code of IEEE TPAMI 2025 "Hyper-YOLO: When Visual Object Detection...	32	Emerging	217	Python
51	jordandelbar/yolo-tonic Webcam video stream with real-time YOLO object detection, built with Ort,...	32	Emerging	89	Rust
52	hpc203/yolo-fastestv2-opencv 使用OpenCV部署Yolo-FastestV2，包含C++和Python两种版本的程序	31	Emerging	115	Python
53	cuixing158/yolov3-yolov4-matlab Import and export Darknet™ models within MATLAB deep learning networks.	31	Emerging	96	MATLAB
54	geospaitial-lab/adois Automatic detection of impervious surfaces	30	Emerging	23	Python
55	theos-ai/easy-yolov7 This a clean and easy-to-use implementation of YOLOv7 in PyTorch, made with...	30	Emerging	84	Python
56	jacky-xbb/kai Objection Detection Cloud Services Based On YOLO/Darknet.	29	Experimental	11	Go
57	hynjxn/uniform-detection-using-YOLOv5 Korea Girls High School's Inappropriate Uniform Detection Service	28	Experimental	16	Python
58	suryanshgupta9933/Dense-Object-Detection Object Detection in Dense Environments using Yolov5 on SKU110K dataset and...	28	Experimental	12	Python
59	Gatedip/GDIP-Yolo Gated Differentiable Image Processing (GDIP) for Object Detection in Adverse...	28	Experimental	65	Python
60	ibaiGorordo/ONNX-YOLOv5-Instance-Segmentation Python scripts performing instance segmentation using the YOLOv5 model in ONNX.	28	Experimental	42	Python
61	siromermer/CS2-CSGO-Yolov8-Yolov7-ObjectDetection Extension for CSGO game: a real-time object detection extension using a...	28	Experimental	51	Jupyter Notebook
62	mohamedamine99/Object-tracking-and-counting-using-YOLOV8 This repository contains the code for an object detection, tracking and...	27	Experimental	66	Jupyter Notebook
63	LynnHaDo/Checkbox-Detection Checkbox Detection Model for Scanned Documents	27	Experimental	92	Jupyter Notebook
64	yeahiasarker/object-detection-yolo Real Time Object Detection Using Pretrained YoloV3	27	Experimental	10	Python
65	AlessandroMondin/YOLOV5m A personal implementation of YOLOv5 (v6.0)	27	Experimental	53	Python
66	Rushi314/GPR-Object-Detection This repository contains code to train object detection models like...	27	Experimental	59	Jupyter Notebook
67	FatemeZamanian/Yolov5-Fruit-Detector A program to recognize fruits on pictures or videos using yolov5	26	Experimental	93	Python
68	slyautomation/osrs_yolov5 Yolov5 Object Detection In OSRS using Python code, Detecting Cows - Botting	26	Experimental	35	Python
69	genert/real-time-object-detection-with-webrtc-and-yolo A solution code for the real time object detection with WebRTC and YOLO...	26	Experimental	52	Python
70	fferreyra65/Object_Detection_for_in-store_inventory_management Object detection for in-store inventory management	25	Experimental	12	Jupyter Notebook
71	oki-aryawan/flower-detection-yolov5 Detect hortensia dan hervetica flower using YOLOv5	25	Experimental	13	Jupyter Notebook
72	thawro/yolov8-digits-detection Digits detection with YOLOv8 detection model and ONNX pre/post processing	24	Experimental	31	Jupyter Notebook
73	josebenitezg/yolov8-streamlit-app Streamlit app to visualize inference over images and video in Yolov8	23	Experimental	12	Python
74	mohamedamine99/YOLOv8-custom-object-detection This repository showcases the utilization of the YOLOv8 algorithm for custom...	23	Experimental	40	Jupyter Notebook
75	aliardan/RoadMarkingDetection Road markings detection using yolov5 model based on ONNX	23	Experimental	26	C#
76	ax2mazhr/FLIR2YOLO Convert FLIR formatted annotations to YOLO training format + Additional...	23	Experimental	22	Python
77	LdDl/yolo-go Port of Darknet YOLO for Go ecosystem	22	Experimental	29	Go
78	tadowney/logo_detection Detecting company logos using deep learning	22	Experimental	30	C
79	abhijeetgupta23/Box-Detection-in-Warehouse-using-Vision-Based-ML-Engineering This Repo contains a Box Detection Application capable of identifying box...	21	Experimental	14	Jupyter Notebook
80	bencevans/rust-opencv-yolov5 YOLOv5 Inference with ONNX & OpenCV in Rust	20	Experimental	14	Rust
81	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））	20	Experimental	86	Python
82	matlab-deep-learning/Pretrained-YOLOX-Network-For-Object-Detection YOLOX inference in MATLAB for Object Detection with yolox_s, yolox_m &...	20	Experimental	27	—
83	ongaunjie1/YOLOv8-streamlit-app Object Detection/Segmentation App using YOLOv8	19	Experimental	10	Jupyter Notebook
84	dberwang/retail-vision-analytics Retail Vision Analytics from Computer Vision	18	Experimental	11	Jupyter Notebook
85	Trevog/OpenCV-yolo-stream Computer Vision Projects	17	Experimental	15	Python
86	mehtamohit013/object-detection-kalman This repository uses YOLO and Kalman Filters to track a single and multiple...	17	Experimental	15	Jupyter Notebook
87	TruongNV-hut/AI_U_P_Cl_YOLO5_ObjectDetection_usgmsdsh Training YOLO5 model with custom data	14	Experimental	35	Python
88	Paulraj916/RealSense-Depth-Sensing-Object-Detection-with-YOLOv5 "RealSense D455 + YOLOv5: Enhancing object detection accuracy with depth sensing."	14	Experimental	23	Python
89	circa10a/cv-notifier Easily detect objects using computer vision and call configurable webhooks	14	Experimental	10	Python
90	matin-ghorbani/Yolov5-CPP Yolo v5 with CPP	14	Experimental	13	C++
91	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）	14	Experimental	50	Cuda
92	NoCohen66/Verification4ObjectDetection 🩺🛣️ IBP IoU an approach for the formal verificaion of object detection models.	13	Experimental	8	Jupyter Notebook
93	theos-ai/easy-yolov8 This a clean and easy-to-use implementation of YOLOv8 in PyTorch, made with...	13	Experimental	10	Python

Comparisons in this category

ultralytics and YOLOX (100 vs 70) ultralytics and mmyolo (100 vs 67) ultralytics and ultralyticsPro (100 vs 47) ultralytics and object-detection-opencv (100 vs 44) ultralytics and yolo-streamlit-detection-tracking (100 vs 54) ultralytics and yolov8-object-tracking (100 vs 52) ultralytics and YoloSharp (100 vs 54) YOLOX and DAMO-YOLO (70 vs 47) darknet and darknet_ros (50 vs 44) darknet and object-detection-opencv (50 vs 44)