Arg-mask rcnn: an infrared insulator fault-detection network based on improved mask rcnn

HIGHLIGHTS

  • who: Ming Zhou and colleagues from the School of Information Science and Engineering, Dalian Polytechnic University, Dalian, China have published the research work: ARG-Mask RCNN: An Infrared Insulator Fault-Detection Network Based on Improved Mask RCNN, in the Journal: Sensors 2022, 4720 of /2022/
  • what: For the backbone network of the structure of Residual Network 101 (ResNet101) is and the attention mechanism is added which makes the model more alert to small targets and can quickly identify the location of small targets improve the loss function integrate the rotation mechanism into the loss function . . .

     

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