Image Datasets of Cocoa Beans for Taxonomy Nuances Evaluation

Published: 13-09-2019| Version 4 | DOI: 10.17632/pcx7mj68yn.4
Contributor:
Felipe Santos

Description

Six image datasets of cut-test-classified cocoa beans were created from the research presented in [FelipeAntunes_Dissertation_PPGMC.pdf]. Each dataset contains 14 classes (namely: Compartmentalized Brown, Compartmentalized White, Compartmentalized Partially Purple, Compartmentalized Purple, Compartmentalized Slatty, Plated Brown, Plated White, Plated Partially Purple, Plated Purple, Plated Slatty, Moldered, Flattened, Brittle and Agglutinated) with 100 images per class, totaling 1400 images per dataset. Those bases were created to evaluate nuances in classification methods. The source dataset from which those images were derived is present in [An_Image_Dataset_of_Cut-Test-Classified_Cocoa_Beans.pdf].

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Steps to reproduce

The steps to reproduce those datasets are presented in [FelipeAntunes_Dissertation_PPGMC.pdf].