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...
Wedi'i Gadw mewn:
Awduron Eraill: | Nandayapa, Manuel, Garcia Tena, Lorenzo Antonio, Cruz Sanchez, Vianey Guadalupe, Vergara Villegas, Osslan Osiris |
---|---|
Fformat: | Artículo |
Iaith: | English |
Cyhoeddwyd: |
2019
|
Pynciau: | |
Mynediad Ar-lein: | https://ijcopi.org/index.php/ojs/article/view/163 |
Tagiau: |
Ychwanegu Tag
Dim Tagiau, Byddwch y cyntaf i dagio'r cofnod hwn!
|
Eitemau Tebyg
-
A Convolutional Neural Network for Handwritten Digit Recognition
gan: Guevara Neri, Maria Cristina
Cyhoeddwyd: (2019) -
Residual 3D convolutional neural network to enhance sinograms from small-animal positron emission tomography images
Cyhoeddwyd: (2023) -
Radial Basis Function Neural Network for the Evaluation of Image Color Quality Shown on Liquid Crystal Displays
Cyhoeddwyd: (2021) -
Convolutional Neural Network in a Pseudo-Distributed Environment for Classification of Chest X-Ray Images of Patients with Pneumonia
gan: Sánchez Solís, Julia Patricia
Cyhoeddwyd: (2020) -
Study of the Effect of Combining Activation Functions in a Convolutional Neural Network
gan: Vergara Villegas, Osslan Osiris
Cyhoeddwyd: (2020)