After cloning the Yolov5 repository, it is needed to change the file coco128.yaml to the wildfire737.yaml loaded in the repository. Also there is available dataset wildfire_dataset.zip which is taken from Roboflow is included in the repository.
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WildfireSmokeDetection with Yolov5
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