Improved yolo based detection algorithm for floating debris in waterway

HIGHLIGHTS

  • who: Feng Lin et al. from the (UNIVERSITY) have published the research work: Improved YOLO Based Detection Algorithm for Floating Debris in Waterway, in the Journal: Entropy 2021, 1111 of /2021/
  • what: In this paper, an improved YOLOv5s (FMA-YOLOv5s) algorithm by adding a feature map attention (FMA) layer at the end of the backbone is proposed to enhance the ability of network feature extraction. This approach can A novel method to expand the training dataset is presented. The aim of this combination is downsampling, thedifferent combinedscales bottomare feature map is spliced with the same . . .

     

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