Skip to content

diogo149/theano_fractional_max_pooling

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

4 Commits
 
 
 
 

Repository files navigation

fractional max pooling

implementation of “Fractional Max-Pooling” (http://arxiv.org/abs/1412.6071) in Theano

What is done?

  • disjoint pseudorandom fractional max pooling for 2D images

TODOs

  • generic version
    • inputs:
      • shape numerators
      • shape denominators
    • how?
      • calculate output shape
      • calculate strides for each dim
        • eg. 1,1,1,2,2,2,2,1
      • strides determine top-left corner
      • pool size determines how much to pool
        • if None, same as strides
    • op inputs:
      • img
      • img shape
      • a
      • b
    • output:
      • new img
  • ND-version

About

Fractional Max Pooling implementation in Theano

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages