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The Top 110 Yolov3 Open Source Projects

Yolov5 ⭐ 14,164
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
Yolov3 ⭐ 7,556
YOLOv3 in PyTorch > ONNX > CoreML > TFLite
Paddledetection ⭐ 4,387
Object detection and instance segmentation toolkit based on PaddlePaddle.
Tensorflow Yolov3 ⭐ 3,422
🔥 TensorFlow Code for technical report: "YOLOv3: An Incremental Improvement"
Pytorch Yolov4 ⭐ 3,296
PyTorch ,ONNX and TensorRT implementation of YOLOv4
Pytorch Yolo V3 ⭐ 3,084
A PyTorch implementation of the YOLO v3 object detection algorithm
Tensorrtx ⭐ 2,643
Implementation of popular deep learning networks with TensorRT network definition API
Paddlex ⭐ 2,527
PaddlePaddle End-to-End Development Toolkit（『飞桨』深度学习全流程开发工具）
Yolov3 Tf2 ⭐ 2,216
YoloV3 Implemented in Tensorflow 2.0
Yolo_v3_tutorial_from_scratch ⭐ 2,118
Accompanying code for Paperspace tutorial series "How to Implement YOLO v3 Object Detector from Scratch"
Yolox ⭐ 2,024
YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with ONNX, TensorRT, ncnn, and OpenVINO supported.
Deep_sort_pytorch ⭐ 1,732
MOT tracking using deepsort and yolov3 with pytorch
Tensorflow Yolov4 Tflite ⭐ 1,703
YOLOv4, YOLOv4-tiny, YOLOv3, YOLOv3-tiny Implemented in Tensorflow 2.0, Android. Convert YOLO v4 .weights tensorflow, tensorrt and tflite
Deep_sort_yolov3 ⭐ 1,560
Real-time Multi-person tracker using YOLO v3 and deep_sort with tensorflow
Mobilenet Yolo ⭐ 1,513
MobileNetV2-YoloV3-Nano: 0.5BFlops 3MB HUAWEI P40: 6ms/img, YoloFace-500k:0.1Bflops 420KB🔥🔥🔥
Tensorflow2.0 Examples ⭐ 1,501
🙄 Difficult algorithm, Simple code.
Yolov3_tensorflow ⭐ 1,480
Complete YOLO v3 TensorFlow implementation. Support training on your own dataset.
Scaledyolov4 ⭐ 1,456
Scaled-YOLOv4: Scaling Cross Stage Partial Network
Yolov3 Model Pruning ⭐ 1,451
在 oxford hand 数据集上对 YOLOv3 做模型剪枝（network slimming）
Tensorrt_demos ⭐ 1,046
TensorRT MODNet, YOLOv4, YOLOv3, SSD, MTCNN, and GoogLeNet
Tensornets ⭐ 990
High level network definitions with pre-trained weights in TensorFlow
Tensorflow Yolo V3 ⭐ 867
Implementation of YOLO v3 object detector in Tensorflow (TF-Slim)
Mobilenet Yolo ⭐ 846
A caffe implementation of MobileNet-YOLO detection network
Yolo Tf2 ⭐ 714
yolo(all versions) implementation in keras and tensorflow 2.5
Yolov5_ncnn ⭐ 711
🍅 Deploy ncnn on mobile phones. Support Android and iOS. 移动端ncnn部署，支持Android与iOS。
Yolo Tensorrt ⭐ 675
TensorRT8.Support Yolov5s,m,l,x .darknet -> tensorrt. Yolov4 Yolov3 use raw darknet *.weights and *.cfg fils. If the wrapper is useful to you,please Star it.
Yolov3 ⭐ 589
Keras implementation of yolo v3 object detection.
Yolov3_pytorch ⭐ 583
Full implementation of YOLOv3 in PyTorch
Bmw Yolov4 Training Automation ⭐ 569
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.
Keras Yolov3 Mobilenet ⭐ 559
I transfer the backend of yolov3 into Mobilenetv1，VGG16，ResNet101 and ResNeXt101
Stronger Yolo ⭐ 539
🔥Improve yolo with latest paper
Fastmot ⭐ 522
High-performance multiple object tracking based on YOLO, Deep SORT, and KLT 🚀
Openvino Yolov3 ⭐ 518
YoloV3/tiny-YoloV3+RaspberryPi3/Ubuntu LaptopPC+NCS/NCS2+USB Camera+Python+OpenVINO
Yolo3 4 Py ⭐ 512
A Python wrapper on Darknet. Compatible with YOLO V3.
Multi Object Tracker ⭐ 485
Multi-object trackers in Python
Trainyourownyolo ⭐ 484
Train a state-of-the-art yolov3 object detector from scratch!
Tensorrt Yolov3 ⭐ 467
TensorRT for Yolov3
Caffe Yolov3 ⭐ 446
A real-time object detection framework of Yolov3/v4 based on caffe
Invoice ⭐ 445
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
Libtorch Yolov3 ⭐ 414
A Libtorch implementation of the YOLO v3 object detection algorithm
Msnhnet ⭐ 410
🔥 (yolov3 yolov4 yolov5 unet ...)A mini pytorch inference framework which inspired from darknet.
Tensorrt ⭐ 374
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
Pytorchnethub ⭐ 372
项目注释+论文复现+算法竞赛+Pytorch指北
Tensorflow 2.x Yolov3 ⭐ 371
YOLOv3 implementation in TensorFlow 2.3.1
Mmdetection To Tensorrt ⭐ 365
convert mmdetection model to tensorrt, support fp16, int8, batch input, dynamic shape etc.
Yoloface ⭐ 362
Deep learning-based Face detection using the YOLOv3 algorithm (https://github.com/sthanhng/yoloface)
Deep Sort Yolov4 ⭐ 358
People detection and optional tracking with Tensorflow backend.
Simple Hrnet ⭐ 344
Multi-person Human Pose Estimation with HRNet in Pytorch
Alturos.yolo ⭐ 322
C# Yolo Darknet Wrapper (real-time object detection)
Yolov4 Custom Functions ⭐ 302
A Wide Range of Custom Functions for YOLOv4, YOLOv4-tiny, YOLOv3, and YOLOv3-tiny Implemented in TensorFlow, TFLite, and TensorRT.
Yolo Pytorch ⭐ 301
YOLO for object detection tasks
Pytorch 0.4 Yolov3 ⭐ 284
Yet Another Implimentation of Pytroch 0.4.1 and YoloV3 on python3
Cortex License Plate Reader Client ⭐ 284
A client to connect to cortex-provisioned infrastructure on AWS to do license plate identification in real time.
Yolodet Pytorch ⭐ 284
reproduce the YOLO series of papers in pytorch, including YOLOv4, PP-YOLO, YOLOv5，YOLOv3, etc.
Yolov3 Tensorflow ⭐ 279
Re-implement YOLOv3 with TensorFlow
Mobilenetv2 Yolov3 ⭐ 272
yolov3 with mobilenetv2 and efficientnet
Bmw Yolov4 Inference Api Gpu ⭐ 251
This is a repository for an nocode object detection inference API using the Yolov3 and Yolov4 Darknet framework.
Pine ⭐ 239
🌲 Aimbot powered by real-time object detection with neural networks, GPU accelerated with Nvidia. Optimized for use with CS:GO.
Yolov3_deepsort ⭐ 239
Object tracking implemented with YOLOv3, Deep Sort and Tensorflow.
Yolo_person_detect ⭐ 225
person detect based on yolov3 with several Python scripts
Object Detection Api ⭐ 224
Yolov3 Object Detection implemented as APIs, using TensorFlow and Flask
Yolov3 Object Detection With Opencv ⭐ 223
This project implements a real-time image and video object detection classifier using pretrained yolov3 models.
Proctoring Ai ⭐ 219
Creating a software for automatic monitoring in online proctoring
Traffic Signal Violation Detection System ⭐ 213
A Computer Vision based Traffic Signal Violation Detection System from video footage using YOLOv3 & Tkinter. (GUI Included)
Caffe Yolov3 Windows ⭐ 211
A windows caffe implementation of YOLO detection network
Darknet_face_with_landmark ⭐ 197
加入关键点的darknet训练框架，轻量级的人脸检测，支持ncnn推理
Orb Slam2_with_semantic_label ⭐ 195
orb-slam2 with semantic label
Yolov5_tf ⭐ 195
Yolov5/Yolov4/ Yolov3/ Yolo_tiny in tensorflow
Libtorch Yolov3 Deepsort ⭐ 193
Bmw Yolov4 Inference Api Cpu ⭐ 193
This is a repository for an nocode object detection inference API using the Yolov4 and Yolov3 Opencv.
Frcnn ⭐ 189
Faster R-CNN / R-FCN 💡 C++ version based on Caffe
Yolo V3 Tensorflow ⭐ 183
👷 👷👷 YOLO V3(Tensorflow 1.x) 安全帽 识别 | 提供数据集下载和与预训练模型
Object Detection ⭐ 174
Object detection with ssd_mobilenet and tiny-yolo (Add: YOLOv3, tflite)
Deepsparse ⭐ 174
Neural network inference engine that delivers GPU-class performance for sparsified models on CPUs
Rotate Yolov3 ⭐ 170
Arbitrary oriented object detection implemented with yolov3 (attached with some tricks).
Yolo_label ⭐ 169
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
Microsoft Rocket Video Analytics Platform ⭐ 168
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.
Simpleaicv Pytorch Imagenet Coco Training ⭐ 168
Training examples and results for ImageNet(ILSVRC2012)/COCO2017/VOC2007+VOC2012 datasets.Include ResNet/DarkNet/RegNet/RetinaNet/FCOS/CenterNet/YOLO series.
Zmmagik ⭐ 164
Post processing video magic with ZoneMinder: find missing objects, blend multiple events, annotate videos, and more
Yolov3 ⭐ 161
yolov3 by pytorch
Xview Yolov3 ⭐ 154
xView 2018 Object Detection Challenge: YOLOv3 Training and Inference.
Voc2007_for_yolo_torch ⭐ 148
👊 Prepare VOC format datasets for ultralytics/yolov3 & yolov5
Object Detection And Distance Measurement ⭐ 147
Using yolov3 & yolov4 weights objects are being detected from live video frame along with the measurement of the object from the camera without the support of any extra hardware device.
Darknet2caffe ⭐ 147
Convert darknet weights to caffemodel
Tensorflow Yolo3 ⭐ 141
tensorflow implementation of yolov3
Yolov3 Point ⭐ 135
从零开始学习YOLOv3教程解读代码+注意力模块(SE,SPP,RFB etc)
Deepstream_tlt_apps ⭐ 135
Sample apps to demonstrate how to deploy models trained with TLT on DeepStream
Vehicle Detection ⭐ 130
Compare FasterRCNN,Yolo,SSD model with the same dataset
Yolo V3 Iou ⭐ 122
YOLO3 动漫人脸检测 (Based on keras and tensorflow) 2019-1-19
Tensorrt_yolo3 ⭐ 121
use TensorRT accelerate yolo3
Objectdetection Coreml ⭐ 118
An example running Object Detection using Core ML
Yolo Hand Detection ⭐ 118
A pre-trained YOLO based hand detection network.
Yolov3 On Android ⭐ 116
Build an Android App for deploying YOLO V3 source code on mobile phone directly.
Drone Net ⭐ 116
2664 images of drones, labeled, with trained YOLO weights.
Json2yolo ⭐ 107
Convert JSON annotations into YOLO format.
Person_remover ⭐ 104
People removal in images using Pix2Pix and YOLO.
License Plate Detection ⭐ 102
This project using yolo3 to detection license plate in street
Yolov3 Object Detection Tutorial ⭐ 101
Yolox ⭐ 93
More Than YOLO（v3, v4, v3-tiny, v4-tiny）
Pytorch Onnx Tensorrt ⭐ 74
A set of tool which would make your life easier with Tensorrt and Onnxruntime. This Repo is designed for YoloV3
1-100 of 110 projects
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Code Quality 📦 28
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Community 📦 83
Companies 📦 60
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Computer Science 📦 80
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Content Management 📦 175
Control Flow 📦 213
Data Formats 📦 78
Data Processing 📦 276
Data Storage 📦 135
Economics 📦 64
Frameworks 📦 215
Games 📦 129
Graphics 📦 110
Hardware 📦 152
Integrated Development Environments 📦 49
Learning Resources 📦 166
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Libraries 📦 129
Lists Of Projects 📦 22
Machine Learning 📦 347
Mapping 📦 64
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Mathematics 📦 55
Media 📦 239
Messaging 📦 98
Networking 📦 315
Operating Systems 📦 89
Operations 📦 121
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Science 📦 42
Security 📦 396
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Software Architecture 📦 72
Software Development 📦 72
Software Performance 📦 58
Software Quality 📦 133
Text Editors 📦 49
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User Interface 📦 330
User Interface Components 📦 514
Version Control 📦 30
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Web Browsers 📦 42
Web Servers 📦 26
Web User Interface 📦 210