By changing the CSPDarknet53 backbone of YOLOv5s with ViT, the model will be able to seize each local and world wide dependencies in photographs, resulting in extra precise detection of fire and smoke below complicated problems. We evaluate the general performance on the proposed model working with a comprehensive Fire and Smoke Detection Dataset,
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