By replacing the CSPDarknet53 backbone of YOLOv5s with ViT, the model will be able to seize the two nearby and global dependencies in pictures, causing additional correct detection of fire and smoke under hard problems. We Examine the functionality with the proposed model applying a comprehensive Fire and Smoke Detection Dataset, which includes ass
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