Browsing Computer Science and Engineering (CSE) by Author "Ahmed, Sabbir"

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Classification of Plant Disease from Leaf Images Using Few-Shot Learning

Ahmed, Sabbir (Department of Computer Science and Engineering(CSE), Islamic University of Technology(IUT), Board Bazar, Gazipur, Bangladesh, 2022-07-30)

To ensure global food security and the overall profit of stakeholders, the importance of correctly detecting and classifying plant diseases is paramount. In this regard, the emergence of Deep Learning-based architectures ...
Image Classification using Deep Convolutional Neural Networks

Ahmed, Sabbir; Farhad, Md. Saadman (Department of Computer Science and Engineering (CSE), Islamic University of Technology (IUT), Board Bazar, Gazipur-1704, Bangladesh, 2017-11-15)

Image classification is the task of taking an input image and outputting a class (a cat, dog, etc.) or a probability of classes that best describes the image. For humans, this task of recognition is one of the first skills ...

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