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The Top 3,280 Yolo Open Source Projects

Yolov5 ⭐ 31,057
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
total releases 35most recent commit 12 hours ago
Darknet ⭐ 18,210
YOLOv4 / Scaled-YOLOv4 / YOLO - Neural Networks for Object Detection (Windows and Linux version of Darknet )
most recent commit 9 months ago
Label Studio ⭐ 10,667
Label Studio is a multi-type data labeling and annotation tool with standardized output format
dependent packages 3total releases 159most recent commit 2 days agopypi label-studio} Downloads
Yolov3 ⭐ 9,012
YOLOv3 in PyTorch > ONNX > CoreML > TFLite
most recent commit 2 days ago
Paddledetection ⭐ 8,502
Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.
total releases 8most recent commit 3 days ago
Deeplearning ⭐ 7,463
深度学习入门教程, 优秀文章, Deep Learning Tutorial
most recent commit 5 months ago
Yolox ⭐ 7,346
YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported. Documentation: https://yolox.readthedocs.io/
total releases 3most recent commit 3 days ago
Keras Yolo3 ⭐ 7,050
A Keras implementation of YOLOv3 (Tensorflow backend)
most recent commit 10 days ago
Pytorch Yolov3 ⭐ 6,793
Minimal PyTorch implementation of YOLOv3
total releases 23most recent commit 2 days ago
Darkflow ⭐ 5,905
Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices
most recent commit a year ago
Yolov7 ⭐ 5,726
Implementation of paper - YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors
most recent commit a day ago
Chineseocr ⭐ 4,953
yolo3+ocr
most recent commit a month ago
Tensorrtx ⭐ 4,614
Implementation of popular deep learning networks with TensorRT network definition API
most recent commit 3 days ago
Yolov6 ⭐ 4,069
YOLOv6: a single-stage object detection framework dedicated to industrial applications.
most recent commit 3 days ago
Ssd Tensorflow ⭐ 4,049
Single Shot MultiBox Detector in TensorFlow
most recent commit a year ago
Paddlex ⭐ 3,879
PaddlePaddle End-to-End Development Toolkit（『飞桨』深度学习全流程开发工具）
dependent packages 1total releases 54most recent commit 2 months agopypi paddlex} Downloads
Pytorch Yolov4 ⭐ 3,851
PyTorch ,ONNX and TensorRT implementation of YOLOv4
most recent commit 6 months ago
Tensorflow Yolov3 ⭐ 3,593
🔥 TensorFlow Code for technical report: "YOLOv3: An Incremental Improvement"
most recent commit 10 days ago
Yolov7_d2 ⭐ 2,812
🔥🔥🔥🔥 (Earlier YOLOv7 not official one) YOLO with Transformers and Instance Segmentation, with TensorRT acceleration! 🔥🔥🔥
most recent commit 5 days ago
Pytorch Yolo V3 ⭐ 2,720
A PyTorch implementation of the YOLO v3 object detection algorithm
most recent commit 3 years ago
Yad2k ⭐ 2,604
YAD2K: Yet Another Darknet 2 Keras
most recent commit 2 years ago
Map ⭐ 2,554
mean Average Precision - This code evaluates the performance of your neural net for object recognition.
most recent commit a month ago
Yolov3 Tf2 ⭐ 2,345
YoloV3 Implemented in Tensorflow 2.0
most recent commit 8 months ago
Tensorflow Yolov4 Tflite ⭐ 2,083
YOLOv4, YOLOv4-tiny, YOLOv3, YOLOv3-tiny Implemented in Tensorflow 2.0, Android. Convert YOLO v4 .weights tensorflow, tensorrt and tflite
most recent commit 2 days ago
Deep_sort_pytorch ⭐ 2,048
MOT using deepsort and yolov3 with pytorch
most recent commit 6 months ago
Scaledyolov4 ⭐ 1,907
Scaled-YOLOv4: Scaling Cross Stage Partial Network
most recent commit 3 months ago
Yolo_v3_tutorial_from_scratch ⭐ 1,797
Accompanying code for Paperspace tutorial series "How to Implement YOLO v3 Object Detector from Scratch"
most recent commit 3 years ago
Multitarget Tracker ⭐ 1,792
Multiple Object Tracker, Based on Hungarian algorithm + Kalman filter.
most recent commit a month ago
Yolor ⭐ 1,738
implementation of paper - You Only Learn One Representation: Unified Network for Multiple Tasks (https://arxiv.org/abs/2105.04206)
most recent commit 2 months ago
Keras Yolo2 ⭐ 1,671
Easy training on custom dataset. Various backends (MobileNet and SqueezeNet) supported. A YOLO demo to detect raccoon run entirely in brower is accessible at https://git.io/vF7vI (not on Windows).
most recent commit 2 years ago
Yolo_tensorflow ⭐ 1,638
tensorflow implementation of 'YOLO : Real-Time Object Detection'
most recent commit 4 years ago
Tensorflow2.0 Examples ⭐ 1,611
🙄 Difficult algorithm, Simple code.
most recent commit 6 months ago
Darknet_ros ⭐ 1,610
YOLO ROS: Real-Time Object Detection for ROS
most recent commit 2 months ago
Yolo3 Pytorch ⭐ 1,537
这是一个yolo3-pytorch的源码，可以用于训练自己的模型。
most recent commit 10 days ago
Deep_sort_yolov3 ⭐ 1,528
Real-time Multi-person tracker using YOLO v3 and deep_sort with tensorflow
most recent commit 2 years ago
Tensorrt_demos ⭐ 1,526
TensorRT MODNet, YOLOv4, YOLOv3, SSD, MTCNN, and GoogLeNet
most recent commit a month ago
Keras Yolo3 ⭐ 1,519
Training and Detecting Objects with YOLO3
most recent commit a year ago
Yolo_object_detection ⭐ 1,491
This is the code for "YOLO Object Detection" by Siraj Raval on Youtube
most recent commit 3 years ago
Mobilenet Yolo ⭐ 1,484
MobileNetV2-YoloV3-Nano: 0.5BFlops 3MB HUAWEI P40: 6ms/img, YoloFace-500k:0.1Bflops 420KB🔥🔥🔥
most recent commit 2 years ago
Opendatacam ⭐ 1,424
An open source tool to quantify the world
most recent commit 2 months ago
Yolo2 Pytorch ⭐ 1,420
YOLOv2 in PyTorch
most recent commit a year ago
Object Detection And Tracking ⭐ 1,406
Object Detection and Multi-Object Tracking
most recent commit 8 months ago
Yolov3_tensorflow ⭐ 1,392
Complete YOLO v3 TensorFlow implementation. Support training on your own dataset.
most recent commit 2 years ago
Yolo_mark ⭐ 1,384
GUI for marking bounded boxes of objects in images for training neural network Yolo v3 and v2
most recent commit 2 years ago
Prometheus ⭐ 1,380
Open source software for autonomous drones.
most recent commit 2 months ago
Yolo Fastest ⭐ 1,353
⚡️ Based on yolo's ultra-lightweight universal target detection algorithm, the calculation amount is only 250mflops, the ncnn model size is only 666kb, the Raspberry Pi 3b can run up to 15fps+, and the mobile terminal can run up to 178fps+
most recent commit a year ago
Spots ⭐ 1,311
🎍 Spots is a cross-platform view controller framework for building component-based UIs
most recent commit 4 years ago
Yolov5 Face ⭐ 1,254
YOLO5Face: Why Reinventing a Face Detector (https://arxiv.org/abs/2105.12931) ECCV Workshops 2022)
most recent commit 12 days ago
Forge ⭐ 1,224
A neural network toolkit for Metal
most recent commit 4 years ago
Yolov3 Model Pruning ⭐ 1,149
在 oxford hand 数据集上对 YOLOv3 做模型剪枝（network slimming）
most recent commit 3 years ago
Yolo 9000 ⭐ 1,057
YOLO9000: Better, Faster, Stronger - Real-Time Object Detection. 9000 classes!
most recent commit 2 years ago
Invoice ⭐ 1,057
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
most recent commit 6 months ago
Paddleslim ⭐ 1,055
PaddleSlim is an open-source library for deep model compression and architecture search.
dependent packages 2total releases 17most recent commit 3 days agopypi paddleslim} Downloads
Cv Pretrained Model ⭐ 991
A collection of computer vision pre-trained models.
most recent commit 2 years ago
Deepsparse ⭐ 987
Neural network inference engine that delivers GPU-class performance for sparsified models on CPUs
dependent packages 2total releases 24most recent commit 2 days agopypi deepsparse} Downloads
Yolov5_ncnn ⭐ 986
🍅 Deploy ncnn on mobile phones. Support Android and iOS. 移动端ncnn部署，支持Android与iOS。
most recent commit 4 months ago
Tensornets ⭐ 968
High level network definitions with pre-trained weights in TensorFlow
dependent packages 2total releases 12most recent commit 2 years agopypi tensornets} Downloads
Demo Self Driving ⭐ 966
Streamlit app demonstrating an image browser for the Udacity self-driving-car dataset with realtime object detection using YOLO.
most recent commit 2 days ago
Complex Yolov4 Pytorch ⭐ 943
The PyTorch Implementation based on YOLOv4 of the paper: "Complex-YOLO: Real-time 3D Object Detection on Point Clouds"
most recent commit 2 months ago
Tensorflow Yolo V3 ⭐ 880
Implementation of YOLO v3 object detector in Tensorflow (TF-Slim)
most recent commit 8 months ago
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.
most recent commit a year ago
Yoloair ⭐ 853
🔥🔥🔥YOLOv5, YOLOv6, YOLOv7, PPYOLOE, YOLOX, YOLOR, YOLOv4, YOLOv3, PPYOLO, PPYOLOv2, Transformer, Attention, TOOD and Improved-YOLOv5-YOLOv7... Support to improve backbone, neck, head, loss, IoU, NMS and other modules🚀
most recent commit 2 days ago
Mobilenet Yolo ⭐ 828
A caffe implementation of MobileNet-YOLO detection network
most recent commit a year ago
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.
most recent commit 10 months ago
Yolo Coreml Mpsnngraph ⭐ 805
Tiny YOLO for iOS implemented using CoreML but also using the new MPS graph API.
most recent commit 3 years ago
Tensorflow Yolo ⭐ 792
tensorflow implementation of 'YOLO : Real-Time Object Detection'(train and test)
most recent commit 4 years ago
Fastmot ⭐ 786
High-performance multiple object tracking based on YOLO, Deep SORT, and KLT 🚀
most recent commit 8 months ago
Makexcodegr8again ⭐ 781
🔨 Xcode + Plugins = 💙
most recent commit 5 years ago
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 持续更新中... ...
most recent commit a year ago
Rolo ⭐ 774
ROLO is short for Recurrent YOLO, aimed at simultaneous object detection and tracking
most recent commit 6 years ago
Yolov3 Channel And Layer Pruning ⭐ 761
yolov3 yolov4 channel and layer pruning, Knowledge Distillation 层剪枝，通道剪枝，知识蒸馏
most recent commit 2 years ago
Yolo_tensorflow ⭐ 744
Tensorflow implementation of YOLO, including training and test phase.
most recent commit 3 years ago
Openlabeling ⭐ 720
Label images and video for Computer Vision applications
most recent commit a year ago
Ai Basketball Analysis ⭐ 715
🏀🤖🏀 AI web app and API to analyze basketball shots and shooting pose.
most recent commit 6 months ago
Tkdnn ⭐ 674
Deep neural network library and toolkit to do high performace inference on NVIDIA jetson platforms
most recent commit a month ago
Yolokit ⭐ 665
Getting square objects down round holes
total releases 16most recent commit 4 years ago
Deepstream Yolo ⭐ 643
NVIDIA DeepStream SDK 6.1 / 6.0.1 / 6.0 configuration for YOLO models
most recent commit a month ago
Android Yolo ⭐ 608
Real-time object detection on Android using the YOLO network with TensorFlow
most recent commit a year ago
Kapao ⭐ 605
KAPAO is an efficient single-stage human pose estimation model that detects keypoints and poses as objects and fuses the detections to predict human poses.
most recent commit 7 days ago
Gaussian_yolov3 ⭐ 602
Gaussian YOLOv3: An Accurate and Fast Object Detector Using Localization Uncertainty for Autonomous Driving (ICCV, 2019)
most recent commit 2 years ago
Bmw Yolov4 Training Automation ⭐ 601
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.
most recent commit 5 months ago
Keras Yolov3 Model Set ⭐ 598
end-to-end YOLOv4/v3/v2 object detection pipeline, implemented on tf.keras with different technologies
most recent commit a month ago
Trainyourownyolo ⭐ 596
Train a state-of-the-art yolov3 object detector from scratch!
most recent commit a month ago
Yolo V5 ⭐ 581
🎨 Pytorch YOLO v5 训练自己的数据集超详细教程！！！ 🎨 (提供PDF训练教程下载）
most recent commit 9 months ago
Yolou ⭐ 578
YOLOv3、YOLOv4、YOLOv5、YOLOv5-Lite、YOLOv6-v1、YOLOv6- v2、FastestDet、YOLOv5-SPD、TensorRT、NCNN、Tengine、Ope
most recent commit 5 days ago
Yolov5 Rt Stack ⭐ 578
yolort is a runtime stack for yolov5 on specialized accelerators such as tensorrt, libtorch, onnxruntime, tvm and ncnn.
total releases 11most recent commit 25 days ago
Multi Object Tracker ⭐ 574
Multi-object trackers in Python
most recent commit 2 months ago
Ml5 Examples ⭐ 566
A collection of ml5.js examples
most recent commit 2 years ago
Multi Camera Live Object Tracking ⭐ 562
Multi-camera live traffic and object counting with YOLO v4, Deep SORT, and Flask.
most recent commit 9 months ago
Ssds.pytorch ⭐ 550
Repository for Single Shot MultiBox Detector and its variants, implemented with pytorch, python3.
most recent commit 2 years ago
Yolov3 ⭐ 549
Keras implementation of yolo v3 object detection.
most recent commit 2 years ago
Openvino Yolov3 ⭐ 530
YoloV3/tiny-YoloV3+RaspberryPi3/Ubuntu LaptopPC+NCS/NCS2+USB Camera+Python+OpenVINO
most recent commit 9 months ago
Caffe Yolo ⭐ 525
YOLO (Real-Time Object Detection) in caffe
most recent commit 6 years ago
Tracking With Darkflow ⭐ 522
Real-time people Multitracker using YOLO v2 and deep_sort with tensorflow
most recent commit 4 years ago
Yolo3 4 Py ⭐ 521
A Python wrapper on Darknet. Compatible with YOLO V3.
total releases 7most recent commit 10 months ago
Mmdetection To Tensorrt ⭐ 519
convert mmdetection model to tensorrt, support fp16, int8, batch input, dynamic shape etc.
most recent commit 4 months ago
Yolo3 Keras ⭐ 516
这是一个yolo3-keras的源码，可以用于训练自己的模型。
most recent commit 3 months ago
Msnhnet ⭐ 513
🔥 (yolov3 yolov4 yolov5 unet ...)A mini pytorch inference framework which inspired from darknet.
most recent commit a year ago
Vehicle Detection ⭐ 509
Created vehicle detection pipeline with two approaches: (1) deep neural networks (YOLO framework) and (2) support vector machines ( OpenCV + HOG).
most recent commit 5 months ago
Yolov3_pytorch ⭐ 509
Full implementation of YOLOv3 in PyTorch
most recent commit 3 years ago
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