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Author

Sourav Mondal

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Conference Jul 2026

VGG16 & DenseNet121 based Ensemble Deep Learning Approach for Traffic Sign Recognition

One of the most important features of Advanced Driver Assistance Systems (ADAS) and Intelligent Transportation Systems (ITS), namely Traffic Sign Recognition (TSR), is a computer vision system that can automatically recognize and classify traffic signs to ensure road safety. In the proposed research work, a dataset pro...

Sai Harshitha Narlapati, Sruthi Bajjuri, Prathap Kumar Ravula et al. · 0 citations
Conference Jul 2026

Smart Crop Health Monitoring using YOLO-based Leaf Disease Classification and Pesticide Advisory System using Deep Learning

Plant diseases are among the most significant challenges in agriculture because they reduce crop productivity and cause economic losses to farmers. Early monitoring of plant diseases is important for controlling infection spread and improving crop management. Traditional plant disease detection techniques depend heavil...

Radha Krishna Mukkapati, Jayendra Nelakurthi, P. R. et al. · 0 citations
Conference Jul 2026

Plant Leaf Disease Detection using EfficientNetB5 and Transfer Learning

Plant leaf diseases significantly reduce agricultural productivity and crop yield worldwide, making early and accurate detection essential to prevent large-scale crop damage. Traditional disease identification methods rely on manual inspection by experts, which is time-consuming, costly, and often inaccessible to farme...

Kuppala Ajay Kumar, Yella Sai Krishna, R. Kumar et al. · 0 citations

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