Author

Vinay Gautam

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Open access Oct 2026

An empirical performance comparison of deep learning models for apple leaf disease recognition

Currently, Biotic and abiotic factors, in agriculture, are estimated to be responsible for around 22% of the total losses in crop production. It is therefore very important, but at the same time very difficult for farmers to identify these constraints at the earliest possible stage. The most recent developments in comp...

Apoorva Arora, Vinay Gautam, Anand Muni Mishra et al. · Discover Computing · 0 citations

Jul 2026

Cross-Modal Apple Disease Recognition: Enhancing Apple Leaf Disease Detection Through Vision–Language Feature Alignment

A lightweight cross-modal apple disease recognition (CM-ADR) approach that co-integrates visual and textual representations for the fine-grained classification of apple leaf diseases and proves that semantically guided textual descriptions greatly help fine-grained disease identification and improve model explainabilit...

Vinay Gautam, J. Rani · Applied Fruit Science · 1 citation