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choose architectures #3

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7 of 24 tasks
pesekon2 opened this issue Aug 13, 2020 · 0 comments
Open
7 of 24 tasks

choose architectures #3

pesekon2 opened this issue Aug 13, 2020 · 0 comments
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missing feature
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dissertation

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pesekon2 commented Aug 13, 2020 •
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Research on what CNN architectures test should be done.

Proposed architectures and in what paper they were used:

  • U-Net (this review)
  • Segnet (this review)
  • FC-DenseNet (this review)
  • FCN (probably shoulnd't miss this one, according to this review, it is the only one we're missing from the big four)
  • DeepLabV3+ (this review, Michal's paper)
    • Backbone: ResNet-50
    • Backbone: ResNet-101
    • Backbone: ResNet-151
    • Backbone: Xception with atrous separable convolutions
  • PSPNet (this review)
  • MobileU-Net (this review)
  • CloudFCN (this paper)
  • MCNN (this paper)
  • FECN (this paper - seems slightly wicked to me)
  • P_SegNet and NP_SegNet (this paper) - sort of a bullshit one with unsatisfying reults. Skip if not needed
  • Bi-SAD (this paper)
  • MF-CNN (this paper)
  • MSCFF (this paper) - looks actually promising
  • MFFSNet
  • CDNet
  • HRNet (this paper)
  • ACABFNet (this paper)
  • FCNet (FC-EF and some Siam thingeys) (this paper)
  • SuaCDNet (for change detection) ((this paper)[https://www.sciencedirect.com/science/article/pii/S0303243421003044?via%3Dihub])
@pesekon2 pesekon2 self-assigned this Aug 13, 2020
@pesekon2 pesekon2 added this to the dissertation milestone May 25, 2021
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