A convolutional neural network (CNN) called YOLO (You Only Look at Once) recognizes objects in real time. This suggested method is more effective and accurate than other algorithms for recognizing ...

Using the You Only Look Once (YOLO) algorithm, the objective of this paper is to develop an object detection system using machine learning techniques. Convolutional neural networks (CNNs) are used in ...

YOLO v4[1] is a popular single stage object detector that performs detection and classification using CNNs. In this repository we use Complex-YOLO v4[2] approach, which is a efficient method for Lidar ...

Explore a vehicle detection method using the YOLO deep learning algorithm, with impressive performance on small, rotating, compact, and dense objects. With the application of UAVs in intelligent ...

The performance of the proposed system is evaluated for various types of images in different environment from our dataset. Every image is processed using different image processing techniques like ...

A new image processing machine learning algorithm for droplet detection in liquid–liquid systems is here introduced. The method combines three key numerical tools—YOLOv5 for object detection, Blender ...

With the expansion of deep learning algorithms in machine vision applications, deep learning techniques have attained state-of-the-art outcomes for the object detection system. Besides that, the deep ...