In view of the scarcity of satellite image datasets for smoke classification under normal and challenging environment, 'IIITDMJ Smoke' dataset was collected that contains satellite images from MODIS satellite. The dataset consists of 23, 644 images divided into four categories: ‘smoke’, ‘non-smoke’, ‘smoke with fog’ and ‘non-smoke with fog’. Total of 4784 smoke, and 6820 non-smoke images were collected from different regions of Russia, Australia, United States, Canada, Amazon rainforest, etc.
Steps to reproduce
Following steps describes the process of dataset collection. 1) The dataset was collected by visiting the website https://worldview.earthdata.nasa.gov/ 2) The particular location of smoke is selected based on the date, time of the occurrence of fire. 3) Then the region consisting of smoke is cropped.