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Plum Ripeness Analysis in Real Environments Using Deep Learning with Convolutio...
Miragaia, Rolando; Chávez, Francisco; Díaz, Josefa; Vivas, Antonio; Prieto, Maria Henar; Moñino, Maria JoséDigitization and technological transformation in agriculture is no longer something of the future, but of the present. Many crops are being managed by using sophisticated sensors that allow farmers to know the status of their crops at all times. This modernization of crops also allows for better quality harvests as well as significant cost savings. In this study, we present a tool based on Deep Learning that al...
Multi Pitch Estimation of Piano Music using Cartesian Genetic Programming with ...
Miragaia, Rolando; Reis, Gustavo; Fernandéz de Vega, Francisco; Chávez, FranciscoPiano notes recognition, or pitch estimation of piano notes has been a popular research topic for many years, and is still investigated nowadays. It is a fundamental task during the process of automatic music transcription (extracting the musical score from an acoustic signal). We take advantage of Cartesian Genetic Programming (CGP) to evolve mathematical functions that act as independent classifiers for piano...