The Wildfire Smoke dataset was jointly released by AI for Mankind and HPWREN in 2019. It contains 737 images, including 516 training images, 147 validation images, and 74 test images, with COCO annotation format. It aims to improve the model's ability to distinguish between clouds/fog and smoke and establish an end-to-end feedback loop.