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The Top 633 Yolov3 Open Source Projects on Github

Yolov5 ⭐ 19,373
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
Paddledetection ⭐ 5,692
Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.
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/
Pytorch Yolov4 ⭐ 3,583
PyTorch ,ONNX and TensorRT implementation of YOLOv4
Tensorflow Yolov3 ⭐ 3,457
🔥 TensorFlow Code for technical report: "YOLOv3: An Incremental Improvement"
Paddlex ⭐ 3,366
PaddlePaddle End-to-End Development Toolkit（『飞桨』深度学习全流程开发工具）
Tensorrtx ⭐ 3,325
Implementation of popular deep learning networks with TensorRT network definition API
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
Tensorflow Yolov4 Tflite ⭐ 1,840
YOLOv4, YOLOv4-tiny, YOLOv3, YOLOv3-tiny Implemented in Tensorflow 2.0, Android. Convert YOLO v4 .weights tensorflow, tensorrt and tflite
Deep_sort_pytorch ⭐ 1,821
MOT tracking using deepsort and yolov3 with pytorch
Yolo_v3_tutorial_from_scratch ⭐ 1,797
Accompanying code for Paperspace tutorial series "How to Implement YOLO v3 Object Detector from Scratch"
Scaledyolov4 ⭐ 1,574
Scaled-YOLOv4: Scaling Cross Stage Partial Network
Deep_sort_yolov3 ⭐ 1,528
Real-time Multi-person tracker using YOLO v3 and deep_sort with tensorflow
Tensorflow2.0 Examples ⭐ 1,526
🙄 Difficult algorithm, Simple code.
Mobilenet Yolo ⭐ 1,484
MobileNetV2-YoloV3-Nano: 0.5BFlops 3MB HUAWEI P40: 6ms/img, YoloFace-500k:0.1Bflops 420KB🔥🔥🔥
Yolov3_tensorflow ⭐ 1,392
Complete YOLO v3 TensorFlow implementation. Support training on your own dataset.
Tensorrt_demos ⭐ 1,238
TensorRT MODNet, YOLOv4, YOLOv3, SSD, MTCNN, and GoogLeNet
Yolov3 Model Pruning ⭐ 1,149
在 oxford hand 数据集上对 YOLOv3 做模型剪枝（network slimming）
Tensornets ⭐ 968
High level network definitions with pre-trained weights in TensorFlow
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 Tensorrt ⭐ 811
TensorRT8.Support Yolov5n,s,m,l,x .darknet -> tensorrt. Yolov4 Yolov3 use raw darknet *.weights and *.cfg fils. If the wrapper is useful to you,please Star it.
Fastmot ⭐ 738
High-performance multiple object tracking based on YOLO, Deep SORT, and KLT 🚀
Yolo Tf2 ⭐ 721
yolo(all versions) implementation in keras and tensorflow 2.x
Yolov5_ncnn ⭐ 634
🍅 Deploy NCNN on mobile phones. Support Android and iOS. 移动端NCNN部署，支持Android与iOS。
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.
Yolov3 ⭐ 549
Keras implementation of yolo v3 object detection.
Yolo3 4 Py ⭐ 521
A Python wrapper on Darknet. Compatible with YOLO V3.
Msnhnet ⭐ 513
🔥 (yolov3 yolov4 yolov5 unet ...)A mini pytorch inference framework which inspired from darknet.
Yolov3_pytorch ⭐ 509
Full implementation of YOLOv3 in PyTorch
Multi Object Tracker ⭐ 508
Multi-object trackers in Python
Trainyourownyolo ⭐ 508
Train a state-of-the-art yolov3 object detector from scratch!
Keras Yolov3 Mobilenet ⭐ 488
I transfer the backend of yolov3 into Mobilenetv1，VGG16，ResNet101 and ResNeXt101
Invoice ⭐ 462
增值税发票OCR识别，使用flask微服务架构，识别type：增值税电子普通发票，增值税普通发票，增值税专用发票；识别字段为：发票代码、发票号码、开票日期、校验码、税后金额等
Mmdetection To Tensorrt ⭐ 443
convert mmdetection model to tensorrt, support fp16, int8, batch input, dynamic shape etc.
Tensorflow 2.x Yolov3 ⭐ 410
YOLOv3 implementation in TensorFlow 2.3.1
Openvino Yolov3 ⭐ 402
YoloV3/tiny-YoloV3+RaspberryPi3/Ubuntu LaptopPC+NCS/NCS2+USB Camera+Python+OpenVINO
Pytorchnethub ⭐ 395
项目注释+论文复现+算法竞赛+Pytorch指北
Tensorrt Yolov3 ⭐ 375
TensorRT for Yolov3
Tensorrt ⭐ 370
TensorRT-7 Network Lib 包括常用目标检测、关键点检测、人脸检测、OCR等 可训练自己数据
Libtorch Yolov3 ⭐ 366
A Libtorch implementation of the YOLO v3 object detection algorithm
Simple Hrnet ⭐ 353
Multi-person Human Pose Estimation with HRNet in Pytorch
Caffe Yolov3 ⭐ 348
A real-time object detection framework of Yolov3/v4 based on caffe
Deepstream Yolo ⭐ 345
NVIDIA DeepStream SDK 6.0 configuration for YOLO models
Deepsparse ⭐ 344
Neural network inference engine that delivers GPU-class performance for sparsified models on CPUs
Yolov4 Custom Functions ⭐ 340
A Wide Range of Custom Functions for YOLOv4, YOLOv4-tiny, YOLOv3, and YOLOv3-tiny Implemented in TensorFlow, TFLite, and TensorRT.
Pytorch 0.4 Yolov3 ⭐ 289
Yet Another Implimentation of Pytroch 0.4.1 and YoloV3 on python3
Yolov3 Tensorflow ⭐ 277
Implement YOLOv3 with TensorFlow
Yolov3_deepsort ⭐ 267
Object tracking implemented with YOLOv3, Deep Sort and Tensorflow.
Alturos.yolo ⭐ 254
C# Yolo Darknet Wrapper (real-time object detection)
Bmw Yolov4 Inference Api Gpu ⭐ 247
This is a repository for an nocode object detection inference API using the Yolov3 and Yolov4 Darknet framework.
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
Pine ⭐ 219
🌲 Aimbot powered by real-time object detection with neural networks, GPU accelerated with Nvidia. Optimized for use with CS:GO.
Caffe Yolov3 Windows ⭐ 211
A windows caffe implementation of YOLO detection network
Proctoring Ai ⭐ 210
Creating a software for automatic monitoring in online proctoring
Orb Slam2_with_semantic_label ⭐ 204
orb-slam2 with semantic label
Mobilenetv2 Yolov3 ⭐ 199
yolov3 with mobilenetv2 and efficientnet
Cortex License Plate Reader Client ⭐ 195
A client to connect to cortex-provisioned infrastructure on AWS to do license plate identification in real time.
Darknet_face_with_landmark ⭐ 193
加入关键点的darknet训练框架，轻量级的人脸检测，支持ncnn推理
Bmw Yolov4 Inference Api Cpu ⭐ 191
This is a repository for an nocode object detection inference API using the Yolov4 and Yolov3 Opencv.
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
Deepstream_tao_apps ⭐ 179
Sample apps to demonstrate how to deploy models trained with TAO on DeepStream
Microsoft Rocket Video Analytics Platform ⭐ 173
A highly extensible software stack to empower everyone to build practical real-world live video analytics applications for object detection and counting with cutting edge machine learning algorithms.
Traffic Signal Violation Detection System ⭐ 172
A Computer Vision based Traffic Signal Violation Detection System from video footage using YOLOv3 & Tkinter. (GUI Included)
Frcnn ⭐ 169
Faster R-CNN / R-FCN 💡 C++ version based on Caffe
Yolo_person_detect ⭐ 166
person detect based on yolov3 with several Python scripts
Xview Yolov3 ⭐ 166
xView 2018 Object Detection Challenge: YOLOv3 Training and Inference.
Yolov3 Coreml ⭐ 154
YOLOv3 for iOS implemented using CoreML.
Yolov3 Object Detection With Opencv ⭐ 153
This project implements a real-time image and video object detection classifier using pretrained yolov3 models.
Simpleaicv Pytorch Imagenet Coco Training ⭐ 153
Training examples and results for ImageNet(ILSVRC2012)/COCO2017/VOC2007+VOC2012 datasets.Include ResNet/DarkNet/RegNet/RetinaNet/FCOS/CenterNet/YOLO series.
Zmmagik ⭐ 153
Post processing video magic with ZoneMinder: find missing objects, blend multiple events, annotate videos, and more
Yolox_deepsort_tracker ⭐ 152
using yolox+deepsort for object-tracking
Object Detection ⭐ 143
Object detection with ssd_mobilenet and tiny-yolo (Add: YOLOv3, tflite)
Yolo Hand Detection ⭐ 139
A pre-trained YOLO based hand detection network.
Deep Sort Yolov4 ⭐ 128
People detection and optional tracking with Tensorflow backend.
Tensorflow Yolo3 ⭐ 127
tensorflow implementation of yolov3
Pytorch_gaussian_yolov3 ⭐ 125
PyTorch implementation of Gaussian YOLOv3 (including training code for COCO dataset)
Yolo V3 Iou ⭐ 121
YOLO3 动漫人脸检测 (Based on keras and tensorflow) 2019-1-19
Yolo Streaming ⭐ 119
Push-pull streaming and Web display of YOLO series
Zed Yolo ⭐ 118
3D Object detection using Yolo and the ZED in Python and C++
Vehicle Detection ⭐ 118
Compare FasterRCNN,Yolo,SSD model with the same dataset
Yolov5_tf ⭐ 118
Yolov5/Yolov4/ Yolov3/ Yolo_tiny in tensorflow
Person_remover ⭐ 110
People removal in images using Pix2Pix and YOLO.
Yolo Training Googlecolab ⭐ 110
Helmet Detection using tiny-yolo-v3 by training using your own dataset and testing the results in the google colaboratory.
Deep_sort_yolov3_pytorch ⭐ 109
Add attention blocks such as cbam, se. Add deep sort, sort and some tracking algorithm using opencv
Json2yolo ⭐ 106
Convert JSON annotations into YOLO format.
Yolo V3 Tensorflow ⭐ 102
👷 👷👷 YOLO V3(Tensorflow 1.x) 安全帽 识别 | 提供数据及下载和与预训练模型
Tensorrt_yolo3 ⭐ 102
use TensorRT accelerate yolo3
Libtorch Yolov3 Deepsort ⭐ 102
Tensorflow Lite Yolov3 ⭐ 99
YOLOv3: convert .weights to .tflite format for tensorflow lite. Convert .weights to .pb format for tensorflow serving
Yolov3 Point ⭐ 97
从零开始学习YOLOv3教程解读代码+注意力模块(SE,SPP,RFB etc)
Yolov3_tensorflow2 ⭐ 96
基于TensorFlow2.x实现的YOLOv3，支持在自定义数据集上训练，支持保存为TFLite模型。A tensorflow2 implementation of YOLO_V3(Supports training on custom dataset and saving as tflite models.).
Yolodet Pytorch ⭐ 96
reproduce the YOLO series of papers in pytorch, including YOLOv4, PP-YOLO, YOLOv5，YOLOv3, etc.
Yolov3 On Android ⭐ 95
Build an Android App for deploying YOLO V3 source code on mobile phone directly.
Unity_detection2ar ⭐ 92
Localize 2D image object detection in 3D Scene with Yolo in Unity Barracuda and ARFoundation.
Yolov5 Pip ⭐ 90
Packaged version of ultralytics/yolov5
1-100 of 633 projects

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