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Attention-enhanced MobileNetV2 models for robust forest fire detection and classification

Ihtisham Ul Haq1, Ghassan Husnain2, Abid Iqbal3

  • 1Department of Mechatronics Engineering, University of Engineering & Technology Peshawar, 25000, Peshawar, KPK, Pakistan. ihtisham1022@gmail.com.

Scientific Reports
|January 7, 2026
PubMed
Summary

No abstract available in PubMed .

Keywords:
Attention mechanisms (CBAM)Early fire detectionEdge and embedded inferenceLightweight deep networksMobileNetV2Transfer learningUAV/surveillance imageryWildfire monitoring

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