you-only-look-once 开源项目推荐（30 个）

vietnh1009 /Yolo-v2-pytorch

YOLO for object detection tasks

zhreshold /mxnet-yolo

YOLO: You only look once real-time object detector

LongxingTan /tfyolo

tfyolo: Efficient Implementation of Yolov5 in TensorFlow

mikel-brostrom /Yolov3_DeepSort_Pytorch

Real-time multi-person tracker using YOLO v3 and deep sort

RiccardoGrin /darknet

Convolutional Neural Networks

anasserhussien /Wildlife-YOLOv5

Animals object detection such as deer, horse, and rabbit in diverse settings using YOLOv5

your-ai-solution /object-detection-parking-spot

This application focuses on detecting parking spot availability using the YOLO V8 architecture, leveraging a labeled dataset of parking lot images under various weather conditions for smart parking, traffic management, and resource optimization applications.

Harihara-Valliappan /Underwater-Animal-Detection

该项目在 GitHub 上没有填写描述

aakashjhawar /traffic-sign-detection

Traffic Sign Detection Training using YOLOv3

jungsoh /yolo-car-detection-for-autonomous-driving

Application of pre-trained YOLO object detection model to car detection for autonomous driving

mashmawy /TinyYolo

C# Object Detection using Tiny YOLO using AlbiruniML Library

yunus-temurlenk /Dolphin-Detection

Includes the YOLO-weight files to detect dolpins

minar09 /yolov3-pytorch

yolov3 model in pytorch implementation, customized for single class training and testing

helloissacli /yolo-seabird-detection

YOLOv3 Model for Seabird Detection and Counting

leoxthomas /K-Vehicles

K-Vehicles: A Remote Sensing Dataset for Vehicle Detection in Aerial Imagery [GeoCV@WACV 2026]

SolomonAmaning /Vehicle-detection-system

This project was part of autonomous vehicle detection systems. I worked on the vehicle detection part using YOLO v4

SayamAlt /Soccer-Player-Re-Identification-using-YOLOv11

Successfully developed a real-time soccer player re-identification and tracking system using YOLOv11 and Deep SORT with TorchreID-based embeddings.

SayamAlt /Fruits-Detection-using-YOLOv8

Successfully developed an object detection model using YOLOv8 to detect the images of fruits.

SafwanAlselwi /YOLO-SLR

A Comprehensive Systematic Review of YOLO for Medical Object Detection (2018 to 2023)

theoh-io /Perception-Pipeline

Perception pipeline to compare different method for Single Person Detection and Tracking