Browsing Computational and Communication Science Engineering by Author "Loyani, Loyani"
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A Deep Learning-based Mobile Application for Segmenting Tuta Absoluta’s Damage on Tomato Plants
Loyani, Loyani; Machuve, Dina (Engineering, Technology & Applied Science Research, 2021-10)With the advances in technology, computer vision applications using deep learning methods like Convolutional Neural Networks (CNNs) have been extensively applied in agriculture. Deploying these CNN models on mobile phones ... -
A quantification model against tuta absoluta effects on tomato plants: a computer vision approach
Loyani, Loyani (NM-AIST, 2021-09)Tomatoes are among the most commonly cultivated crops in the world. It is considered a high value crop and income resource for smallholder farmers in Africa. Nevertheless, its production currently endangered by Tuta ... -
Segmentation of Tuta Absoluta’s Damage on Tomato Plants: A Computer Vision Approach
Loyani, Loyani; Bradshaw, Karen; Machuve, Dina (Taylor & Francis Group, 2021-09-06)Tuta absoluta is a major threat to tomato production, causing losses ranging from 80% to 100% when not properly managed. Early detection of T. absoluta’s effects on tomato plants is important in controlling and preventing ...