https://github.com/bartoszzielinski/deep-fbanks
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Tip revision: 7b91f2919d63064cad53cf733f334d9de5c08bc9 authored by Bartosz ZieliƄski on 22 January 2018, 15:40:09 UTC
Why should I trust you analysis
Tip revision: 7b91f29
run_experiments_seg.m
function run_experiments_seg()
  rcnn.name = 'rcnn' ;
  rcnn.opts = {...
    'type', 'rcnn', ...
    'model', 'data/models/imagenet-vgg-m.mat', ...
    'layer', 19} ;

  rcnnvd.name = 'rcnnvd' ;
  rcnnvd.opts = {...
    'type', 'rcnn', ...
    'model', 'data/models/imagenet-vgg-verydeep-19.mat', ...
    'layer', 41} ;

  dcnn.name = 'dcnnfv' ;
  dcnn.opts = {...
    'type', 'dcnn', ...
    'model', 'data/models/imagenet-vgg-m.mat', ...
    'layer', 13, ...
    'numWords', 64} ;

  dcnnvd.name = 'dcnnvdfv' ;
  dcnnvd.opts = {...
    'type', 'dcnn', ...
    'model', 'data/models/imagenet-vgg-verydeep-19.mat', ...
    'layer', 35, ...
    'numWords', 64} ;

  dsift.name = 'dsift' ;
  dsift.opts = {...
    'type', 'dsift', ...
    'numWords', 256, ...
    'numPcaDimensions', 80} ;

  if 1
    proposalList = {'crisp'}; %, 'scg200'} ;
    %datasetList = {'os','msrc'} ;
    datasetList = {'msrc'} ;
    setupNameList = {'rcnn', 'dcnn', 'rdcnn'} ;
    encoderList = {{rcnn}, {dcnn}, {rcnn dcnn}} ;
    if 1
      setupNameList =  horzcat(setupNameList, {'rcnnvd', 'dcnnvd', 'rdcnnvd'}) ;
      encoderList = horzcat(encoderList, {{rcnnvd}, {dcnnvd}, {rcnnvd dcnnvd}}) ;
    end
  else
    % full scg experiments, skip RCNN due to excruciating slowness
    proposalList = {'scg'} ;
    datasetList = {'os'} ;
    setupNameList = {'dcnn', 'dcnnvd'} ;
    encoderList = {{dcnn}, {dcnnvd}} ;
  end

  numSplits = [1, 1] ;
  for qq = 1 : numel(proposalList)
    for ii = 1 : numel(datasetList)
      for jj = 1 : numSplits(ii)
        os_seg_test(...
          'dataset', datasetList{ii}, 'seed', jj, ...
          'encoders', encoderList, ...
          'prefix', 'exp01', ...
          'suffix', setupNameList , ...
          'segProposalType', proposalList{qq}, ...
          'useGpu', false) ;
      end
    end
  end
end
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