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http://hdl.handle.net/10609/120008
Title: | Leaf disease detection with a convolutional neural network using tensorflow |
Author: | Falgueras Vidal, Adrià |
Tutor: | Nuñez Do Rio, Joan Manuel Isern, David |
Abstract: | The main objective of the study is to explore a neural network capable of recognizing diseases in crops from photographs of their leaves. The study is done using a basic model and adding to it techniques and processes in order to improve it. The transfer learning technique with the pre-trained model VGG16 is also used. Finally, all the results obtained to draw conclusions are discussed. |
Keywords: | leaf disease detection CNN classification |
Document type: | info:eu-repo/semantics/bachelorThesis |
Issue Date: | Jun-2020 |
Publication license: | http://creativecommons.org/licenses/by-nc-sa/3.0/es/ |
Appears in Collections: | Bachelor thesis, research projects, etc. |
Files in This Item:
File | Description | Size | Format | |
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afalguerasvTFG0620memòria.pdf | Memoria del TFG | 4,06 MB | Adobe PDF | View/Open |
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