Here is the brief introduction on the previous versions of YOLO algorithm: YOLOv1 ... we get to know about how YOLOv3 works with darknet architecture. [7] Working on Keras in object detection. [8] ...

The goal is to develop an understanding of the current work being done in the field and implement the YOLO architecture on a specific ... of different classes and / or objects. YOLO is a popular ...

There are many algorithms available now through which this object detection can be performed very fastly. YOLO is one of these popular object detection methods. In this article, we will learn how to ...

In this paper, by improvement of YOLO architecture, we propose an one-stage object detection method to predict rotation bounding box for remote sensing images. Firstly, in the data preprocessing stage ...

When compared to YOLO, object detection algorithms back then used Region ... and 1×1 convolution. If we analyze the algorithm, its performance, and the architecture we will observe that RepConv ...

This paper proposes an object detection algorithm for UAV remote sensing images ... With these comprehensive optimizations, YOLO-Remote achieves significant progress in network architecture.