Regressing image sub-population distributions with deep learning

HIGHLIGHTS

  • who: Magdeleine Airiau and collaborators from the Universitu00e9 Paris Saclay, Paris, France have published the paper: Regressing Image Sub-Population Distributions with Deep Learning, in the Journal: Sensors 2022, 22, 9218. of /2022/
  • what: The authors show that this approach can be strongly improved by making the model aware of the ultimate task thanks to a density loss for both sub-populations related to classes (on three public datasets of image classification) and subpopulations related to size (on two public datasets of object detection in image). This makes it even more important to make the . . .

     

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