Browsing 08. Department of Computer Applications by Author "Naik, Akruti"

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Creation and Segmentation of image dataset of Mung bean plant leaf

Naik, Akruti; Thaker, Hetal; Desai, Nirav (International Conference on Micro-Electronics and Telecommunication Engineering, 2022-02)

Automated plant disease identification is an enduring research subject. Leaves are available for most of the season, and they have a flat (2d) surface that is why practically, it is physible to detect disease symptoms using ...
Early Recognition Of Mung Leaf Diseases Based On Support Vector Machine And Convolutional Neural Network

Naik, Akruti; Thaker, Hetal (INFOCOMP Journal of Computer Science, 2022-06)

This paper proposed a model that Classifies a Mung (Vigna mungo L.) leaf to check if it is healthy or infected with a disease with the aid of Machine Learning and Deep Learning algorithms. The dataset is created in a ...
A survey on various image processing techniques and machine learning models to detect, quantify and classify foliar plant disease

Naik, Akruti; Thaker, Hetal; Vyas, Dhaval (Proceedings of the Indian National Science Academy, 2021-06)

Agriculture is one of the significant factors that drive India’s economy. A decrease in the yield of agricultural food crops due to plant diseases results in great loss to the economy of the developing country. Detection ...

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