Listar por tema "data augmentation"
Mostrando ítems 1-3 de 3
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Deep Transfer Learning-Based Automated Identification of Bird Song
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 12/2023)Bird species identification is becoming increasingly crucial for avian biodiversity conservation and assisting ornithologists in quantifying the presence of birds in a given area. Convolutional Neural Networks (CNNs) are ... -
Edge Face Recognition System Based on One-Shot Augmented Learning
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 09/2022)There is growing concern among users of computer systems about how their data is handled. In this sense, IT (Information Technology) professionals are not unaware of this problem and are looking for solutions to meet the ... -
Motivic Pattern Classification of Music Audio Signals Combining Residual and LSTM Networks
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 06/2021)Motivic pattern classification from music audio recordings is a challenging task. More so in the case of a cappella flamenco cantes, characterized by complex melodic variations, pitch instability, timbre changes, extreme ...