A coal mine underground drill pipes counting method based on improved YOLOv8n

In order to improve the efficiency and precision of underground drill pipe counting in coal mines, a coal mine underground drill pipe counting method based on the improved YOLOv8n model is proposed. The YOLOv8n-TbiD is established.The model can accurately detects and segments drill pipes in mine dri...

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Bibliographic Details

Published in:	Gong-kuang zidonghua
Main Authors:	JIANG Yuanyuan, LIU Songbo
Format:	Article
Language:	Chinese
Published:	Editorial Department of Industry and Mine Automation 2024-08-01
Subjects:	mine drilling rig drill pipe counting yolov8n-tbid bifpn triplet attention dice loss function mask of drill pipe image segmentation
Online Access:	http://www.gkzdh.cn/article/doi/10.13272/j.issn.1671-251x.2024040073