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  1. Roboflow Blog
    https://blog.roboflow.com/training-yolov4-on-a-custom-dataset

    How to Train YOLOv4 on a Custom Dataset - Roboflow Blog

    • To train YOLOv4 on Darknet with our custom dataset, we need to import our dataset in Darknet YOLO format. To import our images and bounding boxes in the YOLO Darknet format, we'll use Roboflow. D… See more

    Introduction to Training Yolov4 on A Custom Dataset

    Object detection models continue to get better, increasing in both performance and speed. In the realtime object detection space, YOLOv3 (released April 8, 2018) has been … See more

    Roboflow Blog
    What Is The Darknet Framework?

    It's not TensorFlow, nor is it PyTorch, and it is most certainly is not Keras. It is a custom framework written by Joseph Redmon (whom, by the way, has a phenomenally fun resume… See more

    Roboflow Blog
    Configuring Our GPU Environment For Yolov4 on Google Colab

    For compute, we are going to use Google Colab. Google Colab is a Python Jupyter notebook that runs on a GPU. Google Colab is free to use and, optionally, $10/month t… See more

    Roboflow Blog
    Install The Darknet Yolo V4 Training Environment

    Next, we clone our fork of the Darknet YOLO v4 repository. We have made a few minor tweaks to remove print statements and to change the Makefile to play well with Google Col… See more

    Roboflow Blog
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    Table of Contents
    Introduction to Training Yolov4 on A Custom Dataset
    What Is The Darknet Framework?
    Configuring Our GPU Environment For Yolov4 on Google Colab
    Install The Darknet Yolo V4 Training Environment
    How to create a yolov4 dataset using labelimg?
     

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  2. Techylem
    https://techylem.com/yolov4-guide-with-code

    YOLOv4: A step-by-step guide for Custom Data Preparation

     
  4. Medium
    https://medium.com/geekculture/train-a-cu…

    Train a custom YOLOv4 object detector on Windows

    WEBAug 24, 2021 — Published in. Geek Culture. ·. 12 min read. ·. Aug 24, 2021. My YouTube video on this! In this tutorial, we will be training a custom object detector for mask detection using YOLOv4 and Darknet...

  5. Towards Data Science
    https://towardsdatascience.com/yolov4-in …

    YOLOv4 on Google Colab: Train your Custom …

    WEBJul 23, 2020 — This tutorial has introduced a new approach which allows you training your custom dataset with YOLOv4 on Google Colab with ease. …

    • Estimated Reading Time: 8 mins
    • Medium
      https://medium.com/@angeliahartonooo/c…

      Custom Object Detection with YOLOv4 | by Angelia …

      WEBJun 21, 2022 — This article will mainly discuss how to build YOLOv4 to detect custom objects. Starting with the YOLOv4 introduction, how to get or build our own dataset, and how to build YOLOv4 to detect...

    • Github
      https://github.com/AlexeyAB/darknet

      AlexeyAB/darknet: YOLOv4 / Scaled-YOLOv4 / YOLO - GitHub

    • People also ask
      How to train a custom dataset with yolov4?
      To be able to train our custom dataset with YOLOv4, it is mandatory that our dataset follows the YOLO format. Each image from the dataset would associate with a .txt file having the same name, which contains the object classes and their coordinate following this syntax: <object-class> <x_center> <y_center> <width> <height>

      YOLOv4 on Google Colab: Train your Custom Dataset (Traffic signs) with

      towardsdatascience.com
      Can yolov5 be used on custom data?
      If you're here for the Darknet, stay for the darknet. Otherwise consider running the YOLOv5 PyTorch tutorial in Colab. You'll have a very performant, trained YOLOv5 model on your custom data in a matter of minutes. We will take the following steps to implement YOLOv4 on our custom data: Impatient? Jump to our YOLOv4 Colab notebook.

      How to Train YOLOv4 on a Custom Dataset - Roboflow Blog

      blog.roboflow.com
      How to create a yolov4 dataset using labelimg?
      To prepare the dataset, we will use LabelImg (Installation procedure explained in the Github repo). It is a free open source Image annotator that we can use to create annotations in YOLOv4 format. Open LabelImg and open the location folder. Press “w” and make bounding boxes around objects and label them. After that, save the file.

      YOLOv4: A step-by-step guide for Custom Data Preparation ... - Techylem

      techylem.com
      What is yolov4_setup Py (cell)?
      yolov4_setup.py (cell ): a python script which automatically generates YOLOv4 architecture config files (yolov4_custom_train.cfg and yolov4_custom_test.cfg) based on user-input parameters in yolov4_config.py. The notebook below demonstrates the pipeline of YOLOv4 training procedure on Colab.

      YOLOv4 on Google Colab: Train your Custom Dataset (Traffic signs) with

      towardsdatascience.com
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    • Medium
      https://medium.com/analytics-vidhya/train …

      TRAIN A CUSTOM YOLOv4-tiny OBJECT …

      WEBFeb 24, 2021 — FOLLOW THESE 12 STEPS TO TRAIN AN OBJECT DETECTOR USING YOLOv4-tiny. ( NOTE: Except for the custom config file and the pre-trained weights file steps, all other steps are the same …

    • YouTube
      https://www.youtube.com/watch?v=9hVgyeI4g4o

      How to Train YOLOv4 on a Custom Dataset (PyTorch) - YouTube

    • netlify.app
      https://haobin-tan.netlify.app/ai/computer-vision/...

      YOLOv4: Train on Custom Dataset - Haobin Tan

    • Github
      https://github.com/anasali0006/Tutoria…

      anasali0006/Tutorial-Yolov4-Object-Detection-with-Cu…

      WEBYolov4-Object-Detection-with-Custom-Dataset (Google Colab) The following tutorial is being written for the people who want to train their Yolo Models easy way. This tutorial is based on the article by Quang Nguyen …

    • Google Colab
      https://colab.research.google.com/github/r…

      Configuring cuDNN on Colab for YOLOv4

      WEBWe will take the following steps to implement YOLOv4 on our custom data: Configure our GPU environment on Google Colab; Install the Darknet YOLOv4 training environment; Download our custom...

    • Github
      https://github.com/Abhi-899/YOLOV4-Custom-Object-Detection

      Abhi-899/YOLOV4-Custom-Object-Detection - GitHub

    • Roboflow Blog
      https://blog.roboflow.com/train-yolov4-tiny-on...

      Train YOLOv4-tiny on Custom Data - Lightning Fast Object …

    • Towards Data Science
      https://towardsdatascience.com/how-to-train-scaled...

      How to Train Scaled-YOLOv4 to Detect Custom Objects

    • MathWorks
      https://www.mathworks.com/help/vision/ug/object...

      Object Detection Using YOLO v4 Deep Learning - MathWorks

    • DigitalOcean
      https://www.digitalocean.com/community/tutorials/...

      Step-by-step instructions for training YOLOv7 on a Custom Dataset

    • Cell Press
      https://www.cell.com/heliyon/fulltext/S2405-8440(24)12725-9

      Bangladeshi Crops Leaf Disease Detection Using YOLOv8 - Cell …

    • Github
      https://github.com/jingtianyilong/YOLOv4-pytorch

      YOLOv4-pytorch (designed for custom dataset training) - GitHub

    • Nature
      https://www.nature.com/articles/s41598-024-71763-y

      Leveraging deep learning and computer vision technologies to …

    • Roboflow Universe
      https://universe.roboflow.com/yolov8-custom...

      yolov8 Computer Vision Dataset by Yolov8 Custom dataset

    • missouri.edu
      https://www.msdis.missouri.edu

      MSDIS

    • Springer
      https://link.springer.com/article/10.1007/s10334-024-01203-5

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    • City of St. Louis, MO
      https://www.stlouis-mo.gov/data/datasets

      All Open Datasets - City of St. Louis, MO

    • Github
      https://github.com/theAIGuysCode/yolov4-custom-functions

      theAIGuysCode/yolov4-custom-functions - GitHub

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