Influence of Image Pre-processing to Improve the Accuracy in a Convolutional Neural Network

Influence of Image Pre-processing to Improve the Accuracy in a Convolutional Neural Network

Convolutional neural networks (CNN) have been applied in different fields including image recognition. A CNN requires a set of images that will be used to teach to classify it into specific categories. However, the question about how image pre-processing influences CNN accuracy has not yet been answ...

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Altri autori: Nandayapa, Manuel, Garcia Tena, Lorenzo Antonio, Cruz Sanchez, Vianey Guadalupe, Vergara Villegas, Osslan Osiris
Natura: Artículo
Lingua:English
Pubblicazione: 2019
Soggetti:
image preprocessing
CNN
quantization
sharpness enhacement
info:eu-repo/classification/cti/7
Accesso online:https://ijcopi.org/index.php/ojs/article/view/163
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