Deep Learning Technique for Image Classification by Segmentation

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Miniatura

Fecha

2021-05

Autores

Jayakumar, Abinaya

Título de la revista

ISSN de la revista

Título del volumen

Editor

ITESO

Resumen

Descripción

Since images are defined over two dimensions (perhaps more) digital image processing may be modeled in the form of multidimensional systems. Digital image processing allows the use of much more complex algorithms, and hence, can offer both more sophisticated performance at simple tasks, and the implementation of methods that would be impossible by analogue means. In particular, digital image processing is a concrete application of, and a practical technology based on classification, localization, feature extraction and segmentation. The main objective is to understand the following challenges and identify a solution.

Palabras clave

Deep Learning, Image Classification, Image Segmentation

Citación

Jayakumar, A. (2021). Deep Learning Technique for Image Classification by Segmentation. Trabajo de obtención de grado, Maestría en Ciencia de Datos. Tlaquepaque, Jalisco: ITESO.