Browsing School of Computing and Information Science by Author "Petronilla, Murithi"
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Classification of cassava leaf diseases using deep Gaussian transfer learning model
Emmanuel, Ahishakiye; Ronald, Waweru Mwangi; Petronilla, Murithi; Fredrick, Kanobe; Danison, Taremwa (Engineering Reports, 2023-03)In Sub-Saharan Africa, experts visually examine the plants and look for disease symptoms on the leaves to diagnose cassava diseases, a subjective method. Machine learning algorithms have been employed to quickly identify ... -
An ensemble model based on learning vector quantization algorithms for early detection of cassava diseases using spectral data
Emmanuel, Ahishakiye; Waweru, Mwangi; Petronilla, Murithi; Ruth, Wario; Fredrick, Kanobe; Taremwa, Danison (SpringerLink, 2023)In Sub-Saharan Africa, cassava is the second most significant food crop after maize. Cassava brown streak disease (CBSD) and cassava mosaic virus disease (CMD) combined account for nearly 90% of productivity losses. ...