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  2. YOLOv4 is a one-stage object detection model that improves on YOLOv3 with several bags of tricks and modules introduced in the literature. The components section below details the tricks and modules used.
    paperswithcode.com/method/yolov4
    Algorithm Overview: The architecture consists of various parts, broadly they are - The input which comes first and it is basically what we've as our set of training images which will be fed to the network - they are processed in batches in parallel by the GPU. Next are the Backbone and the Neck which do the feature extraction and aggregation.
    iq.opengenus.org/yolov4-model-architecture/
    In summary, YOLOv4 is a series of additions of computer vision techniques that are known to work with a few small novel contributions. The main contribution is to discover how all of these techniques can be combined to play off one another effectively and efficiently for object detection.
    blog.roboflow.com/a-thorough-breakdown-of-yolov4/
     
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  5. YOLO v4 explained in full detail | AIGuys - Medium

    WEBDec 23, 2021 · YOLOv4 is very complex and that’s why this blog is to understand the advancement made over the original YOLO. So, without further ado let’s unwrap YOLOv4 in different sections. Object...

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  7. A complete guide to object detection using YOLO V4 …

    WEBStar 4. main. README. object-detection-yolov4. A complete guide to object detection using YOLO V4 and OpenCV. This collection of Google Colab-Notebooks demonstrates how to perform object detection using the …

  8. Object Detection Using YOLO v4 Deep Learning - MathWorks

  9. Achieving Optimal Speed and Accuracy in Object …

    WEBMay 16, 2022 · In this tutorial, you will learn all about YOLOv4 from a research perspective as we will dive deeper into the workings of this accurate and fast object detection network. We would build the intuition …

  10. Title: YOLOv4: Optimal Speed and Accuracy of Object Detection

  11. What’s new in YOLOv4?. YOLO is a real-time object …

  12. What Is YOLO Algorithm? | Baeldung on Computer …

    WEBMar 18, 2024 · YOLO is an acronym for “You Only Look Once” and it has that name because this is a real-time object detection algorithm that processes images very fast. Here, we’ll explain how it works and some …

  13. YOLO-v4 Object Detector - reckoning.dev

  14. A Review of Yolo Algorithm Developments - ScienceDirect

  15. Working of YOLOv4 Algorithm - Medium

  16. Yolo V4 Object Detection. How Yolo V4 object detection ... - Medium

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  18. YOLO Object Detection Explained: A Beginner's Guide

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  20. YOLOv4 model architecture - OpenGenus IQ

  21. YOLO: Algorithm for Object Detection Explained [+Examples]

  22. An improved algorithm for small object detection based on YOLO …

  23. YOLO : You Only Look Once – Real Time Object Detection

  24. Attention-YOLOV4: a real-time and high-accurate traffic sign

  25. MSNet: Multi-Scale Network for Object Detection in Remote …

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