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By replacing the CSPDarknet53 spine of YOLOv5s with ViT, the product has the capacity to seize both neighborhood and world dependencies in pictures, leading to extra accurate detection of fire and smoke beneath complicated circumstances. We Appraise the performance in the proposed design applying a comprehensive Fire and Smoke Detection Dataset, wh