Publications

Classification of Uncertain ImageNet Retinal Diseases using ResNet Model

Published in International Journal of Intelligent Systems and Applications in Engineering (IJISAE), 2023

This study proposes an automated deep learning method using CNN and color fundus images for early detection and classification of retinal diseases, achieving over 80% accuracy.

Recommended citation: Y. T. Karthik Boddu, L. B. “Classification of ImageNet retinal diseases using ResNet model”
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Tracking missing objects in a video using yolo3 in cloudlet network.

Published in Smart Technologies in Data Science and Communication , 2021

In this paper we propose an algorithm using YOLO3 object detection in a cloudlet network to notify missing objects in CCTV video, addressing the computational challenges of local machines.

Recommended citation: K. Boddu, S. M, and S. N. “Tracking missing objects in a video using yolo3 in cloudlet network.
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