Nature

Image convolution techniques integrated with YOLOv3 algorithm in motion object data filtering and detection

In order to address the challenges of identifying, detecting, and tracking moving objects in video surveillance, this paper emphasizes image-based dynamic entity detection. It delves into the ...
Nature

A real-time industrial safety automation using YOLO architectures leveraging diverse chromatic domains

Unlike previous studies, this work presents the performance of YOLOv3, YOLOv5, and YOLOv8 on a dataset processed in RGB, HSV, LAB, and YCbCr color spaces for a deeper analysis of model performance ...