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Browsing Rsif Scholars' Publications by Subject "agriculture , Rwanda , grey level co-occurrence matrix features , light gradient boosting machine classifier , support vector machines , sound classification"

Browsing Rsif Scholars' Publications by Subject "agriculture , Rwanda , grey level co-occurrence matrix features , light gradient boosting machine classifier , support vector machines , sound classification"

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  • Bird Sound Classification Using GLCM Features and LightGBM Applied to Farm Monitoring 
    Kazeneza, Micheline; Kwabla Amenyedzi, Destiny; Vodacek, Anthony; Hanyurwimfura, Damien; Ndashimye, Emmanuel (IEEE Xplore, 2023-08-07)
    Bird sound classification is an important task in the implementation of automatic farm monitoring systems, as many birds are harmful threats to crop farms, especially maize, sorghum, and rice farms. The ability to automatically ...

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