Browsing Computational and Communication Science Engineering by Subject "Black Sigatoka"

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Dataset of banana leaves and stem images for object detection, classification and segmentation: A case of Tanzania

Mduma, Neema; Leo, Judith (Elsevier, 2023-06-16)

Banana is among major crops cultivated by most smallholder farmers in Tanzania and other parts of Africa. This crop is very important in the household economy as well as food security since it serves as both food and cash ...
A Deep Learning Model for Classifying Black Sigatoka Disease in Banana Leaves Based on Infection Stages

Nyambo, Devotha; Kambo, Edwin; Leo, Judith; Ally, Mussa (IJST, 2024-10-04)

Objective: This research study aims to develop an efficient deep-learning model to detect and classify stages of Black Sigatoka disease in banana plants. Methods: In this study, deep learning techniques, specifically the ...