This study analyzes the main image databases used in the fields of medicine, geography, agriculture, and biometric technologies. In particular, it reviews databases such as LIDC-IDRI, OASIS, Landsat, Sentinel-2, Google Earth Engine, PlantVillage, UAV-based crop monitoring datasets, LFW, and CASIA-WebFace. The research and developments carried out using these databases are also examined.