Abstract: A device may receive technician data identifying home geographical locations of technicians and base station data identifying geographical locations of base stations, and may calculate travel distances and travel times between each of the technicians and each of the base stations based on the technician data, the base station data, and map data. The device may calculate technician distances between the technicians based on the technician data, and may determine the base stations to assign to each of the technicians, to generate groups of assigned base stations, based on a least cost model. The device may determine technician clusters based on processing the groups of assigned base stations with a clustering model, and may generate optimized technician assignments and modified groups of assigned base stations based on utilizing a balancing model. The device may perform one or more actions based on the modified groups of assigned base stations.

Abstract: A community mapping platform may receive an image that depicts a community layout of a community and may process, using a computer vision model, the image to identify a unit, of the community, that is depicted in the image (e.g., based on identifying a text string and/or a polygon in the image). The community mapping platform may determine sets of community geographical coordinates for a set of reference locations of the community and may map the sets of community geographical coordinates to corresponding reference pixel locations of the image. The community mapping platform may determine, using a geographical information system, unit geographical coordinates of the unit based on the reference pixel locations and may perform an action associated with the unit geographical coordinates.

Abstract: A community mapping platform may receive an image that depicts a community layout of a community and may process, using a computer vision model, the image to identify a unit, of the community, that is depicted in the image (e.g., based on identifying a text string and/or a polygon in the image). The community mapping platform may determine sets of community geographical coordinates for a set of reference locations of the community and may map the sets of community geographical coordinates to corresponding reference pixel locations of the image. The community mapping platform may determine, using a geographical information system, unit geographical coordinates of the unit based on the reference pixel locations and may perform an action associated with the unit geographical coordinates.