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open source pkg v1

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This commit is contained in:
Vijay Yadev
2020-08-04 19:12:31 -04:00
parent bef213dba9
commit c389fc2c47
3708 changed files with 1624220 additions and 1 deletions
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37
pkg/OpenFace/matlab_version/face_validation/initializeFaceCNN.m Normal file
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function net = initializeFaceCNN_simple_5(num_bins)
f=1/100 ;
net.layers = {} ;
net.layers{end+1} = struct('type', 'conv', ...
'weights', {{f*randn(9,9,1,10, 'single'), zeros(1, 10, 'single')}}, ...
'stride', 1, ...
'pad', 0) ;
net.layers{end+1} = struct('type', 'relu') ;
net.layers{end+1} = struct('type', 'pool', ...
'method', 'max', ...
'pool', [2 2], ...
'stride', 2, ...
'pad', 0) ;
net.layers{end+1} = struct('type', 'conv', ...
'weights', {{f*randn(7,7,10,10, 'single'), zeros(1,10,'single')}}, ...
'stride', 1, ...
'pad', 0) ;
net.layers{end+1} = struct('type', 'relu') ;
net.layers{end+1} = struct('type', 'pool', ...
'method', 'max', ...
'pool', [2 2], ...
'stride', 2, ...
'pad', 0) ;
% This is basically an FC layer
net.layers{end+1} = struct('type', 'conv', ...
'weights', {{f*randn(10,10,10,50, 'single'), zeros(1,50,'single')}}, ...
'stride', 1, ...
'pad', 0) ;
net.layers{end+1} = struct('type', 'relu') ;
net.layers{end+1} = struct('type', 'conv', ...
'weights', {{f*randn(1,1,50,num_bins, 'single'), zeros(1,num_bins,'single')}}, ...
'stride', 1, ...
'pad', 0) ;
net.layers{end+1} = struct('type', 'softmaxloss') ;
net = vl_simplenn_tidy(net) ;