Methods and systems for construct identification and analysis
One or more aerial images of a construct (e.g., a utility construct, a utility asset, a power pole, a telephone pole, etc.) may be used to determine a location of the construct. The images may be used to identify adverse conditions affecting the construct such as wood rot, arc damage, flashing, tracking, floating conductors, loose tie-wires, loose hardware, and/or the like. The images may be used to prioritize actions to address the adverse conditions and identify and/or verify the location of the construct. aggregating the inspection data.
1 . A method comprising:
receiving, by a computing device from one or more first devices, first construct data, wherein the first construct data comprises a plurality of identifiers for a plurality of constructs and first location data for the plurality of constructs;
receiving, by the computing device from one or more second devices, second construct data comprising one or more images of each construct of the plurality of constructs, wherein the one or more images are captured by one or more sensors of the one or more second devices;
determining, based on one or more characteristics associated with each image of the one or more images, one or more coordinates associated with each image associated with each construct;
determining, for each construct of the plurality of constructs, based on the one or more coordinates associated with each image associated with each construct, a group of coordinates;
determining, based on each group of coordinates of the plurality of groups of coordinates, coordinates of a plurality of centroids;
generating, based on assigning the coordinates of each centroid of the plurality of centroids as a location for each construct, second location data comprising the assigned location for each construct;
resolving, for one or more constructs of the plurality of constructs, based on the plurality of identifiers, the first location data and the second location data;
determining, for each construct of the one or more constructs, based on the one or more images associated with the construct, status data indicating one or more adverse conditions affecting the construct;
generating, based on resolving the first location data and the second location data, a user interface comprising interactive elements that indicate the one or more constructs, the one or more images associated with the one or more constructs, and the status data; and
causing, based on the status data, one or more actions associated with the one or more constructs.
2 . The method of claim 1 , wherein the one or more first devices comprise one or more client devices.
3 . The method of claim 1 , wherein the one or more second devices comprise one or more of one or more unmanned aerial vehicles (UAV), one or more data collection devices, one or more digital pole integrity testing devices, and one or more user indications.
4 . The method of claim 1 , wherein each image includes metadata comprising GPS coordinates and a gimbal pitch value for each image, wherein the method further comprises:
extracting the GPS coordinates and the gimbal pitch value from the metadata of each image; and
determining, based on the GPS coordinates and the one or more gimbal pitch values associated with the one or more images, the plurality of identifiers for the plurality of constructs and the second location data for the plurality of constructs.
5 . The method of claim 1 , wherein resolving the first location data and the second location data for the one or more constructs comprises:
determining that the first location data for a first construct of the plurality of constructs and the second location data for a second construct of the plurality of constructs satisfy a distance threshold;
determining, based on the distance threshold being satisfied, that the first construct and the second construct are the same construct; and
assigning an identifier of the plurality of identifiers for the first construct to the second location data for the second construct.
6 . The method of claim 1 , wherein resolving the first location data and the second location data for the one or more constructs comprises:
determining that two locations of constructs indicated by the first location data are equidistant from a location of a construct indicated by the second location data;
determining that an identifier of the plurality of identifiers for a construct associated with one location of the two locations is assigned to another location of a construct from the second location data; and
assigning the identifier of the plurality of identifiers for a remaining location of the two locations to the location of the construct from the second location data.
7 . The method of claim 1 , wherein resolving the first location data and the second location data for the one or more constructs comprises:
determining that two locations of constructs indicated by the first location data are equidistant from a location of a construct indicated by the second location data;
determining that an identifier of the plurality of identifiers for a construct associated with one location of the two locations is assigned to another location of a construct from the second location data;
sending a notification indicating that the identifier of the plurality of identifiers for the construct associated with the one location of the two locations is assigned to the another location of the construct from the second location data; and
receiving, based on the notification, an assignment of the identifier of the plurality of identifiers for a remaining location of the two locations to the location of the construct from the second location data.
8 . The method of claim 1 , wherein resolving the first location data and the second location data for the one or more constructs comprises:
receiving, based on two or more locations of constructs indicated by the first location data and respective distance relationships with a location of a construct indicated by the second location data, an indication that an identifier of the plurality of identifiers for a construct associated with a location of the two or more locations is assigned to another location of a construct from the second location data; and
receiving an assignment of an identifier of the plurality of identifiers for a remaining location of the two or more locations to the location of the construct from the second location data.
9 . The method of claim 1 , further comprising:
sending, based on the status data for at least one construct of the one or more constructs, a request to one or more of a third-party service device and a work management system, wherein one or more of the third-party service device and the work management system is configured to facilitate, based on the one or more adverse conditions affecting the at least one construct, one or more of a repair to the at least one construct, a modification to the at least one construct, and an update to the at least one construct.
10 . The method of claim 1 , wherein the one or more actions associated with the one or more constructs comprise one or more of repairing the one or more constructs, modifying the one or more constructs, or updating the one or more constructs.
11 . One or more non-transitory computer-readable media storing processor-executable instructions that, when executed by at least one processor, cause the at least one processor to:
receive, by a computing device from one or more first devices, first construct data, wherein the first construct data comprises a plurality of identifiers for a plurality of constructs and first location data for the plurality of constructs;
receive, by the computing device from one or more second devices, second construct data comprising one or more images of each construct of the plurality of constructs, wherein the one or more images are captured by one or more sensors of the one or more second devices;
determine, based on one or more characteristics associated with each image of the one or more images, one or more coordinates associated with each image associated with each construct;
determine, for each construct of the plurality of constructs, based on the one or more coordinates associated with each image associated with each construct, a group of coordinates;
determine, based on each group of coordinates of the plurality of groups of coordinates, coordinates of a plurality of centroids;
generate, based on assigning the coordinates of each centroid of the plurality of centroids as a location for each construct, second location data comprising the assigned location for each construct;
resolve, for one or more constructs of the plurality of constructs, based on the plurality of identifiers, the first location data and the second location data;
determine, for each construct of the one or more constructs, based on the one or more images associated with the construct, status data indicating one or more adverse conditions affecting the construct;
generate, based on resolving the first location data and the second location data, a user interface comprising interactive elements that indicate the one or more constructs, the one or more images associated with the one or more constructs, and the status data; and
cause, based on the status data, one or more actions associated with the one or more constructs.
12 . The non-transitory computer-readable media of claim 11 , wherein the one or more first devices comprise one or more client devices, and wherein the one or more second devices comprise one or more of one or more unmanned aerial vehicles (UAV), one or more data collection devices, one or more digital pole integrity testing devices, and one or more user indications.
13 . The non-transitory computer-readable media of claim 11 , wherein the processor-executable instructions that, when executed by the at least one processor, cause the at least one processor to resolve the first location data and the second location data for the one or more constructs, further cause the at least one processor to:
determine that the first location data for a first construct of the plurality of constructs and the second location data for a second construct of the plurality of constructs satisfy a distance threshold;
determine, based on the distance threshold being satisfied, that the first construct and the second construct are the same construct; and
assign an identifier of the plurality of identifiers for the first construct to the second location data for the second construct.
14 . The non-transitory computer-readable media of claim 11 , wherein the processor-executable instructions that, when executed by the at least one processor, cause the at least one processor to resolve the first location data and the second location data for the one or more constructs, further cause the at least one processor to:
determine that two locations of constructs indicated by the first location data are equidistant from a location of a construct indicated by the second location data;
determine that an identifier of the plurality of identifiers for a construct associated with one location of the two locations is assigned to another location of a construct from the second location data; and
assign the identifier of the plurality of identifiers for a remaining location of the two locations to the location of the construct from the second location data.
15 . The non-transitory computer-readable media of claim 11 , wherein the processor-executable instructions that, when executed by the at least one processor, cause the at least one processor to resolve the first location data and the second location data for the one or more constructs, further cause the at least one processor to:
determine that two locations of constructs indicated by the first location data are equidistant from a location of a construct indicated by the second location data;
determine that an identifier of the plurality of identifiers for a construct associated with one location of the two locations is assigned to another location of a construct from the second location data;
send a notification indicating that the identifier of the plurality of identifiers for the construct associated with the one location of the two locations is assigned to the another location of the construct from the second location data; and
receive, based on the notification, an assignment of the identifier of the plurality of identifiers for a remaining location of the two locations to the location of the construct from the second location data.
16 . The non-transitory computer-readable media of claim 11 , wherein the processor-executable instructions that, when executed by the at least one processor, cause the at least one processor to resolve the first location data and the second location data for the one or more constructs, further cause the at least one processor to:
receive, based on two or more locations of constructs indicated by the first location data and respective distance relationships with a location of a construct indicated by the second location data, an indication that an identifier of the plurality of identifiers for a construct associated with a location of the two or more locations is assigned to another location of a construct from the second location data; and
receive an assignment of an identifier of the plurality of identifiers for a remaining location of the two or more locations to the location of the construct from the second location data.
17 . The non-transitory computer-readable media of claim 11 , wherein the one or more actions associated with the one or more constructs comprise one or more of repairing the one or more constructs, modifying the one or more constructs, or updating the one or more constructs.
18 . A system comprising:
one or more first devices configured to send first construct data, wherein the first construct data comprises a plurality of identifiers for a plurality of constructs and first location data for the plurality of constructs;
one or more second devices configured to send second construct data, the second construct data comprises one or more images of each construct of the plurality of constructs, wherein the one or more images are captured by one or more sensors of the one or more second devices; and
a computing device configured to:
receive the first construct data and the second construct data,
determine, based on one or more characteristics associated with each image of the one or more images, one or more coordinates associated with each image associated with each construct,
determine, for each construct of the plurality of constructs, based on the one or more coordinates associated with each image associated with each construct, a group of coordinates,
determine, based on each group of coordinates of the plurality of groups of coordinates, coordinates of a plurality of centroids,
generate, based on assigning the coordinates of each centroid of the plurality of centroids as a location for each construct, second location data comprising the assigned location for each construct,
resolve, for one or more constructs of the plurality of constructs, based on the plurality of identifiers, the first location data and the second location data,
determine, for each construct of the one or more constructs, based on the one or more images associated with the construct, status data indicating one or more adverse conditions affecting the construct,
generate, based on resolving the first location data and the second location data, a user interface comprising interactive elements that indicate the one or more constructs, the one or more images associated with the one or more constructs, and the status data, and
cause, based on the status data, one or more actions associated with the one or more constructs.
19 . The system of claim 18 , wherein the one or more first devices comprise one or more client devices, and wherein the one or more second devices comprise one or more of one or more unmanned aerial vehicles (UAV), one or more data collection devices, one or more digital pole integrity testing devices, and one or more user indications.
20 . The system of claim 18 , wherein the computing device is configured to resolve the first location data and the second location data for the one or more constructs, the computing device is further configured to:
determine that the first location data for a first construct of the plurality of constructs and the second location data for a second construct of the plurality of constructs satisfy a distance threshold;
determine, based on the distance threshold being satisfied, that the first construct and the second construct are the same construct; and
assign an identifier of the plurality of identifiers for the first construct to the second location data for the second construct.
21 . The system of claim 18 , wherein the computing device is configured to resolve the first location data and the second location data for the one or more constructs, the computing device is further configured to:
determine that two locations of constructs indicated by the first location data are equidistant from a location of a construct indicated by the second location data;
determine that an identifier of the plurality of identifiers for a construct associated with one location of the two locations is assigned to another location of a construct from the second location data; and
assign the identifier of the plurality of identifiers for a remaining location of the two locations to the location of the construct from the second location data.
22 . The system of claim 18 , wherein the computing device is configured to resolve the first location data and the second location data for the one or more constructs, the computing device is further configured to:
determine that two locations of constructs indicated by the first location data are equidistant from a location of a construct indicated by the second location data;
determine that an identifier of the plurality of identifiers for a construct associated with one location of the two locations is assigned to another location of a construct from the second location data;
send a notification indicating that the identifier of the plurality of identifiers for the construct associated with the one location of the two locations is assigned to the another location of the construct from the second location data; and
receive, based on the notification, an assignment of the identifier of the plurality of identifiers for a remaining location of the two locations to the location of the construct from the second location data.
23 . The system of claim 18 , wherein the computing device is configured to resolve the first location data and the second location data for the one or more constructs, the computing device is further configured to:
receive, based on two or more locations of constructs indicated by the first location data and respective distance relationships with a location of a construct indicated by the second location data, an indication that an identifier of the plurality of identifiers for a construct associated with a location of the two or more locations is assigned to another location of a construct from the second location data; and
receive an assignment of an identifier of the plurality of identifiers for a remaining location of the two or more locations to the location of the construct from the second location data.
24 . The system of claim 18 , wherein the one or more actions associated with the one or more constructs comprise one or more of repairing the one or more constructs, modifying the one or more constructs, or updating the one or more constructs.