Nature

Deep learning-based detection of power transmission lines using YOLOv4 and YOLOv8

Reliable energy distribution is considered a cornerstone of modern society, and the maintenance of power transmission lines (PTLs) plays a vital role in achieving this goal. The accurate and rapid ...
Nature

Optimization of deep learning-based faster R-CNN network for vehicle detection

Object detection is a critical task in computer vision, involving the identification and localization of objects within an image 1. Object detection algorithms typically extract meaningful results ...