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By replacing the CSPDarknet53 spine of YOLOv5s with ViT, the model is ready to seize both regional and world dependencies in photos, leading to more correct detection of fire and smoke underneath challenging situations. We Appraise the efficiency of your proposed design employing an extensive Fire and Smoke Detection Dataset, which includes various