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Author

D. Sameera

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Open access Sep 2026

A Lightweight RepViT-M1 Framework for Tea Leaf Disease Classification: Benchmarking Against VGG16 for Efficient Edge Deployment

Exact and timely identification of tea (Camellia sinensis) leaf diseases is necessary for controlling yield and quality. However, field deployment is limited due to the large computational requirement of the standard deep convolutional networks. This paper presents a lightweight, deployment-oriented framework for class...

Sarada R, Juvvala Bala Ambedkar, Praveen Kumar Nalli et al. · 0 citations
Conference Aug 2026

An Intelligent Deep Learning-Based Intrusion Detection System for IoT Nodes using CNN- BiLSTM and Grasshopper Optimization

Recent networks have a remote larger attack surface owing to the quick spread of Internet of Things (IoT) strategies, which for effective and instantaneous Intrusion Detection Systems (IDS). Deep-IDS, a real-time Deep Learning (DL) IDS intended for IoT nodes with limited resources, is presented in this work. The raw ne...

D. Sameera, M. Sreenivasu, Aruna Kommu · 0 citations

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