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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
Treballs de fi de grau
Visió per ordinador
Neural networks (Computer science)
Machine learning
Computer software
Bachelor's thesis
Computer vision
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
Appears in Collections:Treballs Finals de Grau (TFG) - Enginyeria Informàtica
Programari - Treballs de l'alumnat

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