Schematic diagram of C3 and C2f module structure.

<div><p>Coal and gangue recognition technology is one of the key technologies in the intelligent construction of coal mines. With the deepening of the research, only the coal and gangue recognition, the pixel segmentation of the coal gangue image is needed. Aiming at the gangue segmentat...

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Bibliographic Details
Main Author:	Lei Zhu (16642) (author)
Other Authors:	Wenzhe Gu (5802653) (author), Chengyong Liu (9976282) (author), Beiyan Zhang (17643109) (author), Wentao Liu (1447222) (author), Chaofeng Yuan (17441259) (author)
Published:	2025
Subjects:	Space Science Environmental Sciences not elsewhere classified Biological Sciences not elsewhere classified Information Systems not elsewhere classified overall computational volume overall computational effort depth separable convolution xlink "> coal third c2f modules standard convolutional modules mean average precision gangue segmentation algorithm coal gangue images coal gangue image gangue recognition technology slow detection speed improved yolov8 model gangue recognition pixel segmentation underground coal coal mines yolov8 models yolov8 model wrong detection miss detection improved yolov8 detection data accurate recognition transfer learning successfully applied second convolution sampling stage sampling module results show original dataset key technologies intelligent construction improved model cbam module base model achieve fast 88 %, 83 frames 74 %, 67 %,
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Schematic diagram of C3 and C2f module structure.

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