An automatic cooking device creates a recipe file based on an actual cooking session by an individual. The same dish can be automatically recreated on demand from the recipe file, wherein an optimal remaining cooking time is automatically determined responsive to an image analysis of real-time image sensor feedback versus reference image. In some implementations, recipe files are acquired through a network and downloaded for a fee.