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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, the fifth iteration of the revolutionary "You Only Look Once" object detection model, is designed to deliver high-speed, high-accuracy results in real-time. Built on PyTorch, this powerful deep learning framework has garnered immense popularity for its versatility, ease of use, and high performance.

    Comprehensive Guide to Ultralytics YOLOv5

    docs.ultralytics.com
    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
    How does yolov5u improve object detection performance?
    The anchor-free Ultralytics head in YOLOv5u improves object detection performance by eliminating the dependency on predefined anchor boxes. This results in a more flexible and adaptive detection mechanism that can handle various object sizes and shapes with greater efficiency.

    YOLOv5 - Ultralytics YOLO Docs

    docs.ultralytics.com
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  4. Github
    https://github.com/ultralytics/yolov5/iss…

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

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

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

    YOLOv5 - Ultralytics YOLO Docs

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

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

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

    Comprehensive Guide to Ultralytics YOLOv5

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

    YOLOv5 - Google Colab

  11. 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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  12. Github
    https://github.com/ultralytics/yolov5/wik…

    Train Custom Data · ultralytics/yolov5 Wiki · GitHub

    WEBJul 13, 2023 · 📚 This guide explains how to train your own custom dataset with YOLOv5 🚀. See YOLOv5 Docs for additional details. UPDATED 13 April 2023.

  13. Ultralytics YOLOv8 Docs
    https://docs.ultralytics.com/yolov5/tutor…

    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 …

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

    YOLOv5 Classification Tutorial - Colab - Google Colab

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

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

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

    The practical guide for Object Detection with YOLOv5 algorithm

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

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

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

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

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

    Quickstart - Ultralytics YOLO Docs

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

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

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

    Releases · ultralytics/yolov5 - GitHub

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

    Improved yolov5 algorithm combined with depth camera and …

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

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

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