open-solution-mapping-challenge icon indicating copy to clipboard operation
open-solution-mapping-challenge copied to clipboard

Calculate receptive field for the models

Open jakubczakon opened this issue 7 years ago • 0 comments

We may be training on too large images. Go through:

  • https://medium.com/mlreview/a-guide-to-receptive-field-arithmetic-for-convolutional-neural-networks-e0f514068807
  • https://arxiv.org/abs/1701.04128

Decide whether we are training on correct size images:

  • Mayby smaller crops are enough in which case faster training is possible

jakubczakon avatar May 21 '18 09:05 jakubczakon