Coffee Maturity Classification Using Convolutional Neural Networks and Transfer Learning

This work presents a framework for coffee maturity classification from multispectral image data based on Convolutional Neural Networks (CNNs). The system leverages the use of multispectral image acquisition systems that generate large amounts of data, by taking advantage of the ability of CNNs to ex...

書誌詳細
出版年:	IEEE Access
主要な著者:	Manuel Alejandro Tamayo-Monsalve, Esteban Mercado-Ruiz, Juan Pablo Villa-Pulgarin, Mario Alejandro Bravo-Ortiz, Harold Brayan Arteaga-Arteaga, Alejandro Mora-Rubio, Jesus Alejandro Alzate-Grisales, Daniel Arias-Garzon, Victor Romero-Cano, Simon Orozco-Arias, Gustavo Gustavo-Osorio, Reinel Tabares-Soto
フォーマット:	論文
言語:	英語
出版事項:	IEEE 2022-01-01
主題:	Coffee maturity classification convolutional neural network data augmentation deep learning multispectral images transfer learning
オンライン･アクセス:	https://ieeexplore.ieee.org/document/9755125/

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