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The Top 619 Yolo Open Source Projects on Github

Yolov5 ⭐ 19,311
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
Darknet ⭐ 16,760
YOLOv4 / Scaled-YOLOv4 / YOLO - Neural Networks for Object Detection (Windows and Linux version of Darknet )
Yolov3 ⭐ 8,109
YOLOv3 in PyTorch > ONNX > CoreML > TFLite
Label Studio ⭐ 7,101
Label Studio is a multi-type data labeling and annotation tool with standardized output format
Yolox ⭐ 4,772
YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported. Documentation: https://yolox.readthedocs.io/
Ssd Tensorflow ⭐ 4,049
Single Shot MultiBox Detector in TensorFlow
Pytorch Yolo V3 ⭐ 2,720
A PyTorch implementation of the YOLO v3 object detection algorithm
Yolov3 Tf2 ⭐ 2,277
YoloV3 Implemented in Tensorflow 2.0
Map ⭐ 2,143
mean Average Precision - This code evaluates the performance of your neural net for object recognition.
Yolo_v3_tutorial_from_scratch ⭐ 1,797
Accompanying code for Paperspace tutorial series "How to Implement YOLO v3 Object Detector from Scratch"
Multitarget Tracker ⭐ 1,611
Multiple Object Tracker, Based on Hungarian algorithm + Kalman filter.
Scaledyolov4 ⭐ 1,574
Scaled-YOLOv4: Scaling Cross Stage Partial Network
Keras Yolo3 ⭐ 1,519
Training and Detecting Objects with YOLO3
Mobilenet Yolo ⭐ 1,484
MobileNetV2-YoloV3-Nano: 0.5BFlops 3MB HUAWEI P40: 6ms/img, YoloFace-500k:0.1Bflops 420KB🔥🔥🔥
Yolo2 Pytorch ⭐ 1,420
YOLOv2 in PyTorch
Yolo_mark ⭐ 1,384
GUI for marking bounded boxes of objects in images for training neural network Yolo v3 and v2
Opendatacam ⭐ 1,358
An open source tool to quantify the world
Darknet_ros ⭐ 1,317
YOLO ROS: Real-Time Object Detection for ROS
Spots ⭐ 1,311
🎍 Spots is a cross-platform view controller framework for building component-based UIs
Yolo 9000 ⭐ 1,057
YOLO9000: Better, Faster, Stronger - Real-Time Object Detection. 9000 classes!
Yolor ⭐ 981
implementation of paper - You Only Learn One Representation: Unified Network for Multiple Tasks (https://arxiv.org/abs/2105.04206)
Tensornets ⭐ 968
High level network definitions with pre-trained weights in TensorFlow
Getting Things Done With Pytorch ⭐ 873
Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BERT.
Tensorflow Yolo V3 ⭐ 845
Implementation of YOLO v3 object detector in Tensorflow (TF-Slim)
Mobilenet Yolo ⭐ 828
A caffe implementation of MobileNet-YOLO detection network
Yolo Coreml Mpsnngraph ⭐ 805
Tiny YOLO for iOS implemented using CoreML but also using the new MPS graph API.
Tensorflow Yolo ⭐ 792
tensorflow implementation of 'YOLO : Real-Time Object Detection'(train and test)
Cv Papers ⭐ 777
计算机视觉相关论文整理、记录、分享; 包括图像分类、目标检测、视觉跟踪/目标跟踪、人脸识别/人脸验证、OCR/场景文本检测及识别等领域。欢迎加星,欢迎指正错误,同时也期待能够共同参与！！! 持续更新中... ...
Yolo_tensorflow ⭐ 744
Tensorflow implementation of YOLO, including training and test phase.
Yolo Tf2 ⭐ 721
yolo(all versions) implementation in keras and tensorflow 2.x
Openlabeling ⭐ 720
Label images and video for Computer Vision applications
Yolov5_ncnn ⭐ 634
🍅 Deploy NCNN on mobile phones. Support Android and iOS. 移动端NCNN部署，支持Android与iOS。
Android Yolo ⭐ 608
Real-time object detection on Android using the YOLO network with TensorFlow
Bmw Yolov4 Training Automation ⭐ 564
This repository allows you to get started with training a state-of-the-art Deep Learning model with little to no configuration needed! You provide your labeled dataset or label your dataset using our BMW-LabelTool-Lite and you can start the training right away and monitor it in many different ways like TensorBoard or a custom REST API and GUI. NoCode training with YOLOv4 and YOLOV3 has never been so easy.
Ssds.pytorch ⭐ 550
Repository for Single Shot MultiBox Detector and its variants, implemented with pytorch, python3.
Ai Basketball Analysis ⭐ 544
🏀🤖🏀 AI web app and API to analyze basketball shots and shooting pose.
Yolo3 4 Py ⭐ 521
A Python wrapper on Darknet. Compatible with YOLO V3.
Yolov3_pytorch ⭐ 509
Full implementation of YOLOv3 in PyTorch
Trainyourownyolo ⭐ 508
Train a state-of-the-art yolov3 object detector from scratch!
Tracking With Darkflow ⭐ 503
Real-time people Multitracker using YOLO v2 and deep_sort with tensorflow
Keras Yolov3 Mobilenet ⭐ 488
I transfer the backend of yolov3 into Mobilenetv1，VGG16，ResNet101 and ResNeXt101
Awesome Tensorflow 2 ⭐ 487
👉 Tensorflow 2.x resources such as tutorial, blog, code and videos
Tensorflow_object_tracking_video ⭐ 480
Object Tracking in Tensorflow ( Localization Detection Classification ) developed to partecipate to ImageNET VID competition
Myvision ⭐ 475
Computer vision based ML training data generation tool 🚀
Multi Camera Live Object Tracking ⭐ 452
Multi-camera live traffic and object counting with YOLO v4, Deep SORT, and Flask.
Tfjs Yolo Tiny ⭐ 422
In-Browser Object Detection using Tiny YOLO on Tensorflow.js
Tensorflow 2.x Yolov3 ⭐ 410
YOLOv3 implementation in TensorFlow 2.3.1
Yolov3v4 Modelcompression Multidatasettraining Multibackbone ⭐ 370
YOLO ModelCompression MultidatasetTraining
Node Yolo ⭐ 365
Node bindings for YOLO/Darknet image recognition library
Carnd Vehicle Detection ⭐ 351
Vehicle detection using YOLO in Keras runs at 21FPS
Rectlabel Support ⭐ 346
RectLabel - An image annotation tool to label images for bounding box object detection and segmentation.
Deepstream Yolo ⭐ 345
NVIDIA DeepStream SDK 6.0 configuration for YOLO models
Kapao ⭐ 339
KAPAO is an efficient multi-person human pose estimation model that detects keypoints and poses as objects and fuses the detections to predict human poses.
Viseron ⭐ 333
Self-hosted NVR with object detection
Lightnet ⭐ 321
🌓 Bringing pjreddie's DarkNet out of the shadows #yolo
Ssd.tensorflow ⭐ 311
State-of-the-art Single Shot MultiBox Detector in Pure TensorFlow, QQ Group: 758790869
Yolo V2 Pytorch ⭐ 310
YOLO for object detection tasks
Keras Yolov4 ⭐ 309
yolov4 42.0% mAP.ppyolo 45.1% mAP.
Yolov5 Rt Stack ⭐ 301
yolort is a runtime stack for yolov5 on specialized accelerators such as libtorch, onnxruntime, tvm and ncnn.
Darknet Nnpack ⭐ 296
Darknet with NNPACK
Yolov3 Network Slimming ⭐ 294
yolov3 network slimming剪枝的一种实现
Object Detection Tensorflow ⭐ 272
Object Detection API Tensorflow
Alturos.yolo ⭐ 254
C# Yolo Darknet Wrapper (real-time object detection)
Anpr ⭐ 250
licence plate detection and recognition
Bmw Yolov4 Inference Api Gpu ⭐ 247
This is a repository for an nocode object detection inference API using the Yolov3 and Yolov4 Darknet framework.
Mxnet Yolo ⭐ 240
YOLO: You only look once real-time object detector
Yoloface ⭐ 240
Deep learning-based Face detection using the YOLOv3 algorithm (https://github.com/sthanhng/yoloface)
Object Detection Api ⭐ 227
Yolov3 Object Detection implemented as APIs, using TensorFlow and Flask
Yolo Multi Backbones Attention ⭐ 223
Model Compression—YOLOv3 with multi lightweight backbones(ShuffleNetV2 HuaWei GhostNet), attention, prune and quantization
Pine ⭐ 219
🌲 Aimbot powered by real-time object detection with neural networks, GPU accelerated with Nvidia. Optimized for use with CS:GO.
Caffe2 Ios ⭐ 215
Caffe2 on iOS Real-time Demo. Test with Your Own Model and Photos.
Object Detection Opencv ⭐ 215
Object detection (YOLO, SSD, Faster R-CNN) with OpenCV and Python.
Caffe Yolov3 Windows ⭐ 211
A windows caffe implementation of YOLO detection network
Android Yolo V2 ⭐ 211
Android YOLO real time object detection sample application with Tensorflow mobile.
Motion Ai ⭐ 210
AI assisted motion detection for Home Assistant
Yolo Tf ⭐ 201
TensorFlow implementation of the YOLO (You Only Look Once)
Datumaro ⭐ 201
Dataset Management Framework, a Python library and a CLI tool to build, analyze and manage Computer Vision datasets.
Yolo_label ⭐ 186
GUI for marking bounded boxes of objects in images for training neural network Yolo v3 and v2 https://github.com/AlexeyAB/darknet, https://github.com/pjreddie/darknet
Ybat ⭐ 182
Ybat - YOLO BBox Annotation Tool
Yoloncs ⭐ 177
YOLO object detector for Movidius Neural Compute Stick (NCS)
Tf2 Yolov4 ⭐ 172
A TensorFlow 2.0 implementation of YOLOv4: Optimal Speed and Accuracy of Object Detection
Unified Gesture And Fingertip Detection ⭐ 166
Unified learning approach for egocentric hand gesture recognition and fingertip detection
Yolo_person_detect ⭐ 166
person detect based on yolov3 with several Python scripts
Darknet ⭐ 162
Convolutional Neural Networks
Holocron ⭐ 157
PyTorch implementations of recent Computer Vision tricks (ReXNet, RepVGG, Unet3p, YOLOv4, CIoU loss, AdaBelief)
Social Distancing Analyser Covid 19 ⭐ 153
A social distancing analyzer AI tool to regulate social distancing protocol using video surveillance of CCTV cameras and drones. Social Distancing Analyser to prevent COVID19
Yolox_deepsort_tracker ⭐ 152
using yolox+deepsort for object-tracking
Pytorch_cpp ⭐ 147
Deep Learning sample programs using PyTorch in C++
Easy_detection ⭐ 145
一个简单方便的目标检测框架(PyTorch环境可直接运行，不需要cuda编译)，支持Faster_RCNN、Yolo系列(v2~v5)、EfficientDet、RetinaNet、Cascade-RCNN等经典网络。
Seasky_k210 ⭐ 141
K210 PCB YOLO
Nanonets_object_tracking ⭐ 141
Yolo_segmentation ⭐ 138
image (semantic segmentation) instance segmentation by darknet or yolo
Quickai ⭐ 136
QuickAI is a Python library that makes it extremely easy to experiment with state-of-the-art Machine Learning models.
Yolo2 ⭐ 135
Train YOLOv2 object detector from scratch using Tensorflow.
Tflite React Native ⭐ 133
React Native library for TensorFlow Lite
Yolo Powered_robot_vision ⭐ 132
Deep Sort Yolov4 ⭐ 128
People detection and optional tracking with Tensorflow backend.
Hugsvision ⭐ 127
HugsVision is a easy to use huggingface wrapper for state-of-the-art computer vision
Pyyolo ⭐ 127
Simple python wrapper for YOLO.
Simrdwn ⭐ 126
Rapid satellite imagery object detection
1-100 of 619 projects

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User Interface Components 📦 465
Version Control 📦 29
Virtualization 📦 68
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Web Servers 📦 25
Web User Interface 📦 194
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