Author

Kummari Venkatesh

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Aug 2026

Multi-nutrient deficiency identification and yield loss prediction in groundnut crop using efficient ensemble transfer learning

This work proposes an ensemble transfer learning approach that combines the advances of Inception V3 and shallow convolutional neural network models that outperforms the state-of-the-art models, offering significant value in addressing agricultural challenges.

Kummari Venkatesh, K. Naik · Neural computing & applicati... · 0 citations

Open access Sep 2026

Hybrid CNN-ViT framework for enhanced plant illness identification: accuracy and interpretability improvements

The timely detection of plant health status is essential for achieving several benefits, such as increasing crop yield, reducing the use of toxic crop inputs, promoting healthier crops, and improving economic returns. A computer-aided plant status identification system enables plant health assessment using plant leaves...

Kummari Venkatesh, K. Naik · Engineering Research Express · 0 citations