Please use this identifier to cite or link to this item:
http://hdl.handle.net/2445/102843
Title: | Convolutional neural networks for the recognition of food related environments |
Author: | Llorente Pineda, Edgar |
Director/Tutor: | Radeva, Petia |
Keywords: | Xarxes neuronals (Informàtica) Aprenentatge automàtic Programari Treballs de fi de grau Visió per ordinador Alimentació Neural networks (Computer science) Machine learning Computer software Bachelor's theses Computer vision Diet |
Issue Date: | 30-Jun-2016 |
Abstract: | In this work we are going to experiment with convolutional neural networks with the objective of recognizing food related environments. Through our project we are going to analyze which sections of the images are being targeted to classify the image in one category or in other. Lastly we are going to benchmark how much the nets are learning using confusion matrices to visualize which categories are harder to classify. |
Note: | Treballs Finals de Grau d'Enginyeria Informàtica, Facultat de Matemàtiques, Universitat de Barcelona, Any: 2016, Director: Petia Radeva |
URI: | http://hdl.handle.net/2445/102843 |
Appears in Collections: | Programari - Treballs de l'alumnat Treballs Finals de Grau (TFG) - Enginyeria Informàtica |
Files in This Item:
File | Description | Size | Format | |
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memoria.pdf | Memòria | 35.85 MB | Adobe PDF | View/Open |
codi_font.zip | Codi font | 4.97 MB | zip | View/Open |
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