Abstract: A system and method for creating three-dimensional environments from two-dimensional images, comprising inputting a two-dimensional image of a floorplan into a pre-processing component that resizes the image, normalizes the image, and then generates an output of the image; inputting the output of the pre-processing component into an artificial intelligence component that generates bounding boxes having predefined classes of items corresponding to various floorplan icons; a semantic map classifying room structures; and a semantic map classifying room types, and then generates an output of the bounding boxes and semantic maps; and inputting the output of the artificial intelligence component into a post-processing component that processes the classified bounding boxes for each predefined class of item; processes the semantic map for each structure; processes the semantic map for each room-type; converts dimensions from pixel coordinates to real-world estimates; packages and encodes data for a three-dimensional