Deep learning with attention mechanisms for road weather detection

HIGHLIGHTS

  • who: Madiha Samo and colleagues from the School of Computer Science, University of Nottingham, Nottingham , RD, UK have published the research work: Deep Learning with Attention Mechanisms for Road Weather Detection, in the Journal: Sensors 2023, 23, 798. of /2023/
  • what: The authors explore the use of a focal loss function to force the learning process to focus on instances that are hard to learn with the objective of helping address data imbalances. The authors explore the attention mechanism for pixel-based dynamic weight adjustment to handle road idiosyncrasies using state-of-the-art vision . . .

     

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