System and method for automatically annotating a map
A system for automatically annotating a map includes: a robot; a server operably connected to the robot; file storage configured to store files, the file storage operably connected to the server; an annotations database operably connected to the server, the annotations database comprising map annotations; an automatic map annotation service operably connected to the server, the automatic map annotation service configured to automatically do one or more of create a map of an item of interest and annotate a map of an item of interest; a queue of annotation requests operably connected to the automatic annotation service; and a computer operably connected to the server, the computer comprising a graphic user interface (GUI) usable by a human user.
1. A method for automatically annotating a robotic map, comprising:
performing a removal of an exterior wall in the robotic map by performing a flood fill to dilate pixels unobserved by a robot and disposed outside of the exterior wall;
updating the robotic map by:
smoothing the robotic map;
performing edge detection on the robotic map to find edges in the map;
performing a nearest neighbor clustering technique to identify clusters; and
creating a convex hull for the clusters; and
displaying the updated robotic map.
2. The method of claim 1 , comprising a further step, performed after the displaying step, of creating an annotation of the updated robotic map.
3. The method of claim 1 , comprising an additional step, performed after the displaying step, of receiving input from a human annotator.
4. The method of claim 1 , wherein the smoothing step comprises Gaussian smoothing.