launcher.dat

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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% Case folders %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%

DATADIR=C:\Users\juan.ramos\PLATAE

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% Analysis %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%

TYPEANALYSIS=TRAINPREDICT   % SINGLETRAINING, SENSANALYSIS, TRAINPREDICT, PREDICT, DATAGEN, PLOTACTIVATIONS 
IMPORTMODEL=0

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% Training parameters %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%

% Training parameters
TRAINSIZE=0.80
LEARNINGRATE=0.005
L2REG=0.01
L1REG=NONE
DROPOUT=0.1
EPOCHS=1
BATCHSIZE=32
ACTIVATION=SWISH  # NONE, RELU, ELU, LEAKYRELU, SWISH, SIGMOID, TANH
# When sensitivity analysis, indicate activations separated by commas --> ACTIVATION=RELU,SWISH
  
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% Dataset Augmentation %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%

AUGDATA=1
AUGDATASIZE=1

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% Image processing %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%

%IMAGERESIZE=(30,20)  % (width, height)
IMAGERESIZE=(150,150)  % (width, height)
%IMAGERESIZE=(600,400)  % (width, height)
% Rotation
ROTATION=0
ROTATIONCENTER=(NONE,NONE)
ROTATIONANGLE=5
% Zoom
ZOOM=0
ZOOMFACTOR=4.0
% Translation
TRANSLATION=0
TRANSLATIONDIST=(50,0)
% Filter
FILTER=0
% FILTERTYPE: GAUSSIAN, MEDIAN, BILATERAL, EMBOSS, SOBEL
FILTERTYPE=GAUSSIAN
FILTERPARAM=(SIZE,8,SIGMA,20)
%FILTERPARAM=(D,20,SIGMACOLOR,5,SIGMASPACE,3)
% Flip
FLIP=1
%FLIPTYPE=HORIZONTAL
FLIPTYPE=VERTICAL

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% Activation plotting  %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%

NCOLS=3
ROWS2COLS=1
NSAMPLESACT=3

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% Prediction %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%

DATAPREDDIR=C:\Users\juan.ramos\PLATAE\Datasets\Dataset_test

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