Titlebook: Data Analytics and Learning; Proceedings of DAL 2 D. S. Guru,N. Vinay Kumar,Mohammed Javed Conference proceedings 2024 The Editor(s) (if ap

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Nitrogen Deficiency and Yield Estimation in Paddy Field,ng the overall yield in the input Paddy Field Image. In this case, we focused more on segmenting these areas using an efficient hierarchical model—the system‘s accuracy is 92.22%, which yields excellent results.

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Detection, Classification and Counting of Moving Vehicles from Videos,n ability taking into consideration of the complex features of the image dataset. Our algorithm achieves an average accuracy of 94.4% in the detection, classification and counting of vehicles depending on the visibility of the image in the frame.