An image capturing apparatus is provided, which includes a first image capturing device that captures first continuous images that are continuous time-serially; a second image capturing device that captures second continuous images that are continuous time-serially under a shooting setting different from a shooting setting of the first image capturing device; a calculation unit that calculates evaluation values respectively for the second continuous images; an image processing unit that applies image processing to an image which is included among the second continuous images and which has the evaluation value equal to or larger than a threshold, and a generation unit that generates supervisory data for machine learning with use of an image to which at least the image processing has been applied.