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EdwardTyantov / ultrasound-nerve-segmentation

Kaggle Ultrasound Nerve Segmentation competition [Keras]
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Network sturcture #9

Closed argman closed 7 years ago

argman commented 7 years ago

Hi Edward, tks for your code, I look at your network structure, find its a mixture of res-like blocks and inception blocks, so I have two questions

  1. how do you figure out this structure ? how much better than u-net after the changes ?
  2. u-net didnot use padding, but here you use same-padding ? does this matter ?
EdwardTyantov commented 7 years ago

Hi, argman.

  1. By trial and error ) I gave a talk to my colleagues about this competition. Here is my pres, http://www.slideshare.net/Eduardyantov/ultrasound-segmentation-kaggle-review . I think it answers your questions.
  2. I don't think it matters much, because a nerve doesn't appear at the borders.