Surface crack detection method for coal rock based on improved yolov5

HIGHLIGHTS

  • who: Xinlin Chen and collaborators from the Taiyuan University of Technology, Taiyuan, China have published the Article: Surface Crack Detection Method for Coal Rock Based on Improved YOLOv5, in the Journal: (JOURNAL)
  • what: The authors from the perspective of three aspects: a was introduced into the backbone network to lighten the model; a coordinate attention mechanism was added; and ECIOU_Loss is proposed as a loss function in this paper to achieve the co-optimization of speed and accuracy and to meet the deployment requirements in the embedded terminal. Through the research presented in this paper . . .

     

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