Drill pipe detection and counting based on improved YOLOv11 and Savitzky-Golay
Abstract To achieve automated counting of drill pipes during gas extraction in coal mines, this study proposes an intelligent counting method based on an improved YOLOv11 model and Savitzky-Golay (SG) smoothing. First, images of underground gas extraction drilling operations were captured, and a dat...
Saved in:
| Main Authors: | , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Nature Portfolio
2025-05-01
|
| Series: | Scientific Reports |
| Subjects: | |
| Online Access: | https://doi.org/10.1038/s41598-025-01776-8 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|