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http://hdl.handle.net/10609/74105
Title: | Evaluación de redes neuronales convolucionales para la clasificación de imágenes histológicas de cáncer colorrectal mediante transferencia de aprendizaje |
Author: | Marturet Rodrigo, John |
Tutor: | Alférez, Santiago |
Others: | Universitat Oberta de Catalunya |
Abstract: | One of the difficulties arising in histological slides classification is to set up the hand-made texture descriptors that could be used to create automatic classification models. In this study we try a different approach, implementing a few convolutional neural network architectures and feeding them a colorectal set of histological slides. |
Keywords: | convolutional networks machine learning transfer of learning Keras |
Document type: | info:eu-repo/semantics/masterThesis |
Issue Date: | Jan-2018 |
Publication license: | http://creativecommons.org/licenses/by-nc-nd/3.0/es/ |
Appears in Collections: | Trabajos finales de carrera, trabajos de investigación, etc. |
Files in This Item:
File | Description | Size | Format | |
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jmarturetTFM0118memoria.pdf | Memoria del TFM | 2,61 MB | Adobe PDF | View/Open |
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