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STHarDNet:A Statistically Validated Swin Transformer-HarDNet Framework for High-Precision Plant Disease Detection and Classification

Amit Pimpalkar Kapil N.Vhatkar Rachna K.Somkunwar Shweta Koparde Dalia H.Elkamchouchi Ateeq Ur Rehman Pooja Verma Salil Bharany

Computers, Materials & Continua2026，Vol.88Issue(9)：P.1792-1810,19.

Computers, Materials & Continua2026，Vol.88Issue(9)：P.1792-1810,19.DOI:10.32604/cmc.2026.084384

STHarDNet:A Statistically Validated Swin Transformer-HarDNet Framework for High-Precision Plant Disease Detection and Classification

Amit Pimpalkar ¹Kapil N.Vhatkar ²Rachna K.Somkunwar ³Shweta Koparde ⁴Dalia H.Elkamchouchi ⁵Ateeq Ur Rehman ⁶Pooja Verma ⁷Salil Bharany⁸

作者信息

1. School of Computer Science and Engineering,Ramdeobaba University,Nagpur,India
2. School of Computer Science and Information Technology,Symbiosis Skills and Professional University,Pune,India
3. Department of Computer Engineering,Dr.D.Y.Patil Institute of Technology,Pimpri,Pune,India
4. School of Engineering and Technology,Dr.D.Y.Patil University,Ambi,Pune,India
5. Department of Information Technology,College of Computer and Information Sciences,Princess Nourah bint Abdulrahman University,Riyadh,Saudi Arabia
6. School of Computing,Gachon University,Seongnam-si,Republic of Korea
7. Uttaranchal Institute of Technology,Uttaranchal University,Dehradun,India
8. Chitkara University Institute of Engineering and Technology,Chitkara University,Rajpura,Punjab,India
折叠

摘要

关键词

Deep learning/swin transformer/HarDNet/ResNet-152/convolutional neural network

分类

农业科技

引用本文复制引用

Amit Pimpalkar,Kapil N.Vhatkar,Rachna K.Somkunwar,Shweta Koparde,Dalia H.Elkamchouchi,Ateeq Ur Rehman,Pooja Verma,Salil Bharany..STHarDNet:A Statistically Validated Swin Transformer-HarDNet Framework for High-Precision Plant Disease Detection and Classification[J].Computers, Materials & Continua,2026,88(9):P.1792-1810,19.

基金项目

Princess Nourah bint Abdulrahman University Researchers Supporting Project number(PNURSP2026R238),Princess Nourah bint Abdulrahman University,Riyadh,Saudi Arabia. （PNURSP2026R238）

Computers, Materials & Continua

ISSN：1546-2218

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