Borehole Depth Recognition Based on Improved YOLOX Detection

• Published in: Computer journal Vol. 67; no. 7; pp. 2408 - 2420
• Main Authors: Ren, Dawei, Meng, Lingwei, Wang, Rui
• Format: Journal Article
• Language: English
• Published: Oxford University Press 20.07.2024
• Subjects: Attention mechanism; Loss function; Recognizing the drill depth; Data inhancement

This study proposes a method for recognizing the drill depth in low-light underground environments, with the aim of addressing the issues of low efficiency and susceptibility to manual changes in the current methods. The method is based on an improved You Only Look Once X model. Initially, image dat...