Mercurial > ift6266
view datasets/defs.py @ 244:39421555993f
small change in gimp_script to avoid blurring in PNIST
author | Xavier Glorot <glorotxa@iro.umontreal.ca> |
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date | Tue, 16 Mar 2010 12:12:20 -0400 |
parents | f0f47b045cbf |
children | 476da2ba6a12 |
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__all__ = ['nist_digits', 'nist_lower', 'nist_upper', 'nist_all', 'ocr'] from ftfile import FTDataSet import theano NIST_PATH = '/data/lisa/data/nist/by_class/' DATA_PATH = '/data/lisa/data/ift6266h10/' nist_digits = FTDataSet(train_data = [NIST_PATH+'digits/digits_train_data.ft'], train_lbl = [NIST_PATH+'digits/digits_train_labels.ft'], test_data = [NIST_PATH+'digits/digits_test_data.ft'], test_lbl = [NIST_PATH+'digits/digits_test_labels.ft'], indtype=theano.config.floatX, inscale=255.) nist_lower = FTDataSet(train_data = [NIST_PATH+'lower/lower_train_data.ft'], train_lbl = [NIST_PATH+'lower/lower_train_labels.ft'], test_data = [NIST_PATH+'lower/lower_test_data.ft'], test_lbl = [NIST_PATH+'lower/lower_test_labels.ft'], indtype=theano.config.floatX, inscale=255.) nist_upper = FTDataSet(train_data = [NIST_PATH+'upper/upper_train_data.ft'], train_lbl = [NIST_PATH+'upper/upper_train_labels.ft'], test_data = [NIST_PATH+'upper/upper_test_data.ft'], test_lbl = [NIST_PATH+'upper/upper_test_labels.ft'], indtype=theano.config.floatX, inscale=255.) nist_all = FTDataSet(train_data = [DATA_PATH+'train_data.ft'], train_lbl = [DATA_PATH+'train_labels.ft'], test_data = [DATA_PATH+'test_data.ft'], test_lbl = [DATA_PATH+'test_labels.ft'], valid_data = [DATA_PATH+'valid_data.ft'], valid_lbl = [DATA_PATH+'valid_labels.ft'], indtype=theano.config.floatX, inscale=255.) ocr = FTDataSet(train_data = [DATA_PATH+'ocr_train_data.ft'], train_lbl = [DATA_PATH+'ocr_train_labels.ft'], test_data = [DATA_PATH+'ocr_test_data.ft'], test_lbl = [DATA_PATH+'ocr_test_labels.ft'], valid_data = [DATA_PATH+'ocr_valid_data.ft'], valid_lbl = [DATA_PATH+'ocr_valid_labels.ft'])