TY  - JOUR 
AU  - Tabik, Siham
AU  - Peralta, Daniel
AU  - Herrera-Poyatos, Andrés
AU  - Herrera Triguero, Francisco
PY  - 2017
UR  - http://hdl.handle.net/10481/65129
AB  - In the last five years, deep learning methods and particularly Convolutional Neural Networks (CNNs) have exhibited excellent accuracies in many pattern classification problems. Most of the state-of-the-art models apply data-augmentation techniques at...
LA  - eng
PB  - Atlantis Press
KW  - Classification
KW  - Deep learning
KW  - Convolutional Neural Networks (CNNs)
KW  - Preprocessing
KW  - Handwritten digits
KW  - Data augmentation
TI  - A snapshot of image pre-processing for convolutional neural networks: case study of MNIST
DO  - 10.2991/ijcis.2017.10.1.38
ER  -