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Ish: An Improved Forest Fire and Smoke Detection Model Based on YOLOv5

1. Revolutionizing Wildfire Detection Through UAV-Driven Fire Monitoring with a Transformer-Based Approach

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   ABIABI:AkademIndex/openalex/2024.article.000169

2. Breaking Barriers in Fire Detection – A Lightweight Model for Forest Surveillance

   Sabina Umirzakova, Shakhnoza Muksimova, Sevara Mardieva +2

   BobFire Detection and Safety SystemsLecture notes in computer science20250 iqtibos

   ABIABI:AkademIndex/openalex/2025.chapter.000485