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Top 23 Yolo Open-Source Projects
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There are several implementations of the YOLO algorithm available, but for ease-of-use, we will use the Ultralytics implementation in this guide. We will implement and test the code locally and then deploy to Koyeb's GPUs for higher inference speed.
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Project mention: Show HN: Using YOLO to Detect Office Chairs in 40M Hotel Photos | news.ycombinator.com | 2025-01-25
They did it on their own computer. https://github.com/ultralytics/ultralytics
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darknet
YOLOv4 / Scaled-YOLOv4 / YOLO - Neural Networks for Object Detection (Windows and Linux version of Darknet ) (by AlexeyAB)
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label-studio
Label Studio is a multi-type data labeling and annotation tool with standardized output format
If instead you have a cohort on hand — -i.e., you do not want to send your data to a third party for any reason, or perhaps you have energetic undergrads — -then you could alternatively consider local, open-source annotation such as CVAT and Label Studio. Finally, nowadays, you might instead work with Large Multimodal Models to have them annotate your data; more on this awkward angle later.
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
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YOLOX
YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported. Documentation: https://yolox.readthedocs.io/
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Project mention: Court is in session: Top 10 most notorious C and C++ errors in 2024 | dev.to | 2024-12-28
V766 An item with the same key '"SoftPlus"' has already been added. cpu_types.cpp 198
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boxmot
BoxMOT: pluggable SOTA tracking modules for segmentation, object detection and pose estimation models
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gocv
Go package for computer vision using OpenCV 4 and beyond. Includes support for DNN, CUDA, OpenCV Contrib, and OpenVINO.
Project mention: Cylon: JavaScript framework for robotics, drones, and the Internet of Things | news.ycombinator.com | 2024-05-04 -
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X-AnyLabeling
Effortless data labeling with AI support from Segment Anything and other awesome models.
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mmyolo
OpenMMLab YOLO series toolbox and benchmark. Implemented RTMDet, RTMDet-Rotated,YOLOv5, YOLOv6, YOLOv7, YOLOv8,YOLOX, PPYOLOE, etc.
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yolov7_d2
🔥🔥🔥🔥 (Earlier YOLOv7 not official one) YOLO with Transformers and Instance Segmentation, with TensorRT acceleration! 🔥🔥🔥
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Getting-Things-Done-with-Pytorch
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 BER
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yolov5-face
YOLO5Face: Why Reinventing a Face Detector (https://arxiv.org/abs/2105.12931) ECCV Workshops 2022)
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yolor
implementation of paper - You Only Learn One Representation: Unified Network for Multiple Tasks (https://arxiv.org/abs/2105.04206)
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viseron
Self-hosted, local only NVR and AI Computer Vision software. With features such as object detection, motion detection, face recognition and more, it gives you the power to keep an eye on your home, office or any other place you want to monitor.
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
Yolo discussion
Yolo related posts
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Discrepancy between what's in GitHub and what's been published to PyPI
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Popular Python package ultralytics compromised in supply chain attack
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YOLO models trained on DocLayNet, support document analytic intelligency
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Using YOLO for Real-Time Object Detection with Koyeb GPUs
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Fixing bugs in your AI: let's analyze bugs in OpenVINO
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How to analyze document layout by YOLO
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Supervision – reusable computer vision tools
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A note from our sponsor - CodeRabbit
coderabbit.ai | 27 Mar 2025
Index
What are some of the best open-source Yolo projects? This list will help you:
| # | Project | Stars |
|---|---|---|
| 1 | yolov5 | 53,001 |
| 2 | ultralytics | 38,487 |
| 3 | mmdetection | 30,607 |
| 4 | supervision | 26,247 |
| 5 | darknet | 21,971 |
| 6 | label-studio | 21,343 |
| 7 | yolov3 | 10,342 |
| 8 | YOLOX | 9,717 |
| 9 | openvino | 8,007 |
| 10 | boxmot | 7,064 |
| 11 | gocv | 6,936 |
| 12 | YOLOv6 | 5,776 |
| 13 | X-AnyLabeling | 5,120 |
| 14 | mmyolo | 3,130 |
| 15 | yolov7_d2 | 3,126 |
| 16 | yolov3-tf2 | 2,514 |
| 17 | Getting-Things-Done-with-Pytorch | 2,409 |
| 18 | darknet_ros | 2,283 |
| 19 | yolov5-face | 2,200 |
| 20 | ScaledYOLOv4 | 2,030 |
| 21 | yolor | 1,998 |
| 22 | viseron | 1,923 |
| 23 | keras-yolo3 | 1,609 |
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