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The speech explained in detail the beginning and end of the implementation of this smart transportation project, and how to develop YOLOv4, the fastest and most accurate object …

Apr 23, 2020 · View PDF Abstract: There are a huge number of features which are said to improve Convolutional Neural Network (CNN) accuracy. Practical testing of combinations of …

Figure 1: Comparison of the proposed YOLOv4 and other state-of-the-art object detectors. YOLOv4 runs twice faster than EfficientDet with comparable performance. Improves …

Contribute to TeddyMeg/YOLO-Tutorial development by creating an account on GitHub.

Sep 23, 2024 · YOLOv4, which stands for "You Only Look Once version 4," is a state-of-the-art real-time object detection model developed by Alexey Bochkovskiy in 2020. It achieves an …

YOLOv4 is a powerful and efficient object detection model that strikes a balance between speed and accuracy. Its use of unique features and bag of freebies techniques during training allows …

Configure a dataset for training, validation, and testing of YOLO v4 object detection network. You will also perform data augmentation on the training dataset to improve the network efficiency. …

This notebook will walkthrough all the steps for performing YOLOv4 object detections on your webcam while in Google Colab. We will be using scaled-YOLOv4 (yolov4-csp) for this tutorial,...

Feb 13, 2025 · In this tutorial, we walked through the process of implementing a drone object detection system using YOLOv4 in Keras. We covered the technical background, …

Jan 4, 2024 · We put together quick and easy to use tutorials to get started with YOLOv4 including: How to train YOLOv4 in the darknet framework and; How to train YOLOv4 in …

This collection of Google Colab-Notebooks demonstrates how to perform object detection using the YOLO V4 model. The material is seperated in two sections as listed below: Access the two …

The goal of this study is to apply different YOLO models for pothole detection. Three state-of-the-art object detection frameworks (i.e., YOLOv4,YOLOv4-tiny, and YOLOv5s) are experimented …

Dec 15, 2018 · YOLOv4 is well with its AP and FPS improvements. On a single CPU, YOLOv4 optimizes real-time object detection and training. On the COCO dataset, YOLOv4 achieved …

This video tutorial series shows you how to infer and train your own custom YOLOv4 models, Step-by-step.

Jan 7, 2025 · Learn how to implement Yolov4 using open-source AI data enhancement tools effectively. To effectively train the YOLOv4 model for custom object detection, it is essential to …