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  1. Github
    https://github.com/ultralytics/yolov5

    ultralytics/yolov5: YOLOv5 in PyTorch > ONNX - GitHub

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      YOLOv5 🚀 is the world's most loved vision AI, repr… See more

    YOLOv8 🚀 NEW

    We are thrilled to announce the launch of Ultralytics YOLOv8 🚀, our NEW cutting-edge, state-of-the-art (SOTA) model released at https://github.com/ultralytics/ultralytics. YOLOv8 is … See more

    Github
    Documentation

    Install
    Clone repo and install requirements.txt in a Python>=3.8.0 environment, including PyTorch>=1.8.
    Inference… See more

    Github
    Ultralytics HUB

    Experience seamless AI with Ultralytics HUB ⭐, the all-in-one solution for data visualization, YOLOv5 and YOLOv8 🚀 model training and deployment, without any coding. Tra… See more

    Github
    Why YOLOv5

    YOLOv5 has been designed to be super easy to get started and simple to learn. We prioritize real-world results.
    YOLOv5-P5 640 Figure
    Figure Notes… See more

    Github
    Feedback
    Table of Contents
    YOLOv8 🚀 NEW
    Documentation
    Ultralytics HUB
    Why YOLOv5
    Is yolov5 a static model?
     

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  2. YOLOv5 is a model in the You Only Look Once (YOLO) family of computer vision models. YOLOv5 is commonly used for detecting objects. YOLOv5 comes in four main versions: small (s), medium (m), large (l), and extra large (x), each offering progressively higher accuracy rates. Each variant also takes a different amount of time to train.

    What is YOLOv5? A Guide for Beginners. - Roboflow Blog

    blog.roboflow.com/yolov5-improvements-and-evaluation/
    blog.roboflow.com/yolov5-improvements-and-evaluation/
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  3. People also ask
    What is yolov5?
    Yolov5 gained popularity as a platform for transitioning YOLOv3 models from Darknet to PyTorch for production deployment. Recognizing the utility of this PyTorch-based approach, Ultralytics initiated a development trajectory focused on enhancing the YOLOv3 architecture and training methodologies within the PyTorch framework.

    What is YOLOv5: A deep look into the internal features of the popular

    arxiv.org
    What is yolov5 model configuration?
    YOLOv5 formulates model configuration in .yaml, as opposed to the .cfg files used in Darknet. The main difference between these two formats is that the .yaml file is condensed to just specify the different layers in the network and then multiplies those by the number of layers in the block. The new .yaml format looks like the following:

    What is YOLOv5? A Guide for Beginners. - Roboflow Blog

    blog.roboflow.com
    Is yolov5 a static model?
    As such, YOLOv5 should be considered a dynamic and evolving system rather than a static model. Object detection, a primary application of YOLOv5, entails the extraction of salient features from input images. These features are subsequently processed by a predictive model to localize and classify objects within the image.

    What is YOLOv5: A deep look into the internal features of the popular

    arxiv.org
    What is yolov5 repository?
    The YOLOv5 repository emerged as an evolution of the YOLOv3 PyTorch implementation developed by Glenn Jocher in 2020. It was released following the release of YOLOv4 . Yolov5 gained popularity as a platform for transitioning YOLOv3 models from Darknet to PyTorch for production deployment.

    What is YOLOv5: A deep look into the internal features of the popular

    arxiv.org
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  4. Github
    https://github.com/ultralytics/yolov5/issues…

    How to cite YOLOv5? · Issue #1784 · ultralytics/yolov5 …

    WEBDec 26, 2020 · Can I know please if you published the ArXiv paper in order to cite YOLOv5? Many thanks!

     
  5. PyTorch
    https://pytorch.org/hub/ultralytics_yolov5

    YOLOv5 - PyTorch

  6. Ultralytics YOLOv8 Docs
    https://docs.ultralytics.com/models/yolov5

    YOLOv5 - Ultralytics YOLO Docs

  7. arXiv.org
    https://arxiv.org/html/2407.20892v1

    What is YOLOv5: A deep look into the internal features of the …

  9. Ultralytics YOLOv8 Docs
    https://docs.ultralytics.com/yolov5

    Comprehensive Guide to Ultralytics YOLOv5

  10. Ultralytics YOLOv8 Docs
    https://docs.ultralytics.com/yolov5/tutorials/...

    Architecture Summary - Ultralytics YOLO Docs

    WEBNov 12, 2023 · YOLOv5 (v6.0/6.1) is a powerful object detection algorithm developed by Ultralytics. This article dives deep into the YOLOv5 architecture, data augmentation strategies, training methodologies, and …

  11. arXiv.org
    https://arxiv.org/abs/2407.02988

    YOLOv5, YOLOv8 and YOLOv10: The Go-To Detectors for Real …

  12. Google Colab
    https://colab.research.google.com/github/...

    YOLOv5 Tutorial - Colab - Google Colab

    WEBTrain a YOLOv5s model on the COCO128 dataset with --data coco128.yaml, starting from pretrained --weights yolov5s.pt, or from randomly initialized --weights '' --cfg yolov5s.yaml. Pretrained...

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  13. Google Colab
    https://colab.research.google.com/github/pytorch/...

    YOLOv5 - Google Colab

  14. Google Colab
    https://colab.research.google.com/github/...

    YOLOv5 Classification Tutorial - Colab - Google Colab

  15. arXiv.org
    https://arxiv.org/html/2304.00501v6

    A Comprehensive Review of YOLO Architectures in Computer …

  16. Roboflow Blog
    https://blog.roboflow.com/yolov5-improvements-and-evaluation

    What is YOLOv5? A Guide for Beginners. - Roboflow Blog

  17. Github
    https://github.com/ultralytics/yolov5/wiki/Train-Custom-Data

    Train Custom Data · ultralytics/yolov5 Wiki · GitHub

  18. medium.com
    https://sh-tsang.medium.com/brief-review-yolov5...

    Brief Review: YOLOv5 for Object Detection | by Sik-Ho Tsang

  19. Towards Data Science
    https://towardsdatascience.com/the-practical-guide...

    The practical guide for Object Detection with YOLOv5 algorithm

  20. Ultralytics YOLOv8 Docs
    https://docs.ultralytics.com/yolov5/quickstart_tutorial

    Quickstart - Ultralytics YOLO Docs

  21. Github
    https://github.com/ultralytics/yolov5/releases

    Releases · ultralytics/yolov5 - GitHub

  22. LearnOpenCV
    https://learnopencv.com/performance-comparison-of-yolo-models

    YOLOv5 vs YOLOv6 vs YOLOv7: Comparison of YOLO Models …

  23. arXiv.org
    https://arxiv.org/abs/2407.20892

    What is YOLOv5: A deep look into the internal features of the …

  24. ResearchGate
    https://www.researchgate.net/publication/363824867

    (PDF) A comparative study of YOLOv5 models performance for …

  25. Github
    https://github.com/ultralytics/yolov5/issues/5424

    How do I cite this repo on my paper? #5424 - GitHub

  26. Nature
    https://www.nature.com/articles/s41598-024-74416-2

    Improved yolov5 algorithm combined with depth camera and …

  27. arXiv.org
    https://arxiv.org/abs/2105.12931

    [2105.12931] YOLO5Face: Why Reinventing a Face Detector

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