Infrastructure mapping and layered output
A system may include a processor configured to receive a first image captured during a drive of a first vehicle along a road segment and receive a second image captured during a drive of the second vehicle along the road segment; analyze the first and second images to identify representations of objects; analyze the first and second images to determine position indicators for each of the objects relative to the road segment; correlate the position indicators for each of the objects, wherein the correlating includes determining refined positions of each object based on the determined position indicators; and generate, based on the refined positions of objects belonging to a particular predetermined category of objects, a map including representations of the refined positions of one or more of the objects that belong to the particular predetermined category of objects.
1. A system for generating map information, the system comprising:
at least one processor comprising circuitry and a memory, wherein the memory includes instructions executable by the circuitry to cause the at least one processor to:
receive a first image captured by a camera of a first vehicle during a drive of the first vehicle along at least a portion of a road segment;
receive a second image captured by a camera of a second vehicle during a drive of the second vehicle along at least a portion of the road segment;
receive a third image captured by a camera of a third vehicle during a drive of the third vehicle along at least a portion of the road segment;
analyze the first, second, and third images to identify representations of a plurality of objects, the objects belonging to at least one predetermined category of objects;
analyze the first, second, and third images to determine first, second, and third position indicators for at least one object of the plurality of objects relative to the road segment, the first position indicator being based on the first image, the second position indicator being based on the second image, and the third position indicator being based on the third image;
correlate the position indicators for each of the plurality of objects, wherein the correlating includes:
comparing the first, second, and third position indicators for the at least one object;
determining, based on the comparison, that the third position indicator is an outlier; and
determining, based on the determination that the third position indicator is an outlier, a refined position for the at least one object based on the determined first and second position indicators; and
generate, based on the refined position, a map including a representation of the refined position for the at least one object.
2. The system of claim 1 , wherein the memory further includes instructions executable by the circuitry to cause the at least one processor to transmit the generated map to an external entity.
3. The system of claim 2 , wherein the external entity includes a municipality.
4. The system of claim 1 , wherein the map is generated to include objects belonging to a particular predetermined category of objects, and wherein the particular predetermined category of objects includes infrastructure objects.
5. The system of claim 4 , wherein the infrastructure objects include manhole covers.
6. The system of claim 4 , wherein the infrastructure objects include traffic lights.
7. The system of claim 4 , wherein the infrastructure objects include utility boxes.
8. The system of claim 4 , wherein the infrastructure objects include bus stops.
9. The system of claim 4 , wherein the infrastructure objects include sewer entrances.
10. The system of claim 1 , wherein the map includes a first layer associated with objects of a first object type and a second layer associated with a second object type.
11. A computer-implemented method for generating map information, comprising:
receiving a first image captured by a camera of a first vehicle during a drive of the first vehicle along at least a portion of a road segment;
receiving a second image captured by a camera of a second vehicle during a drive of the second vehicle along at least a portion of the road segment;
receiving a third image captured by a camera of a third vehicle during a drive of the third vehicle along at least a portion of the road segment;
analyzing the first, second, and third images to identify representations of a plurality of objects, the objects belonging to at least one predetermined category of objects;
analyzing the first, second, and third images to determine first, second, and third position indicators for at least one object of the plurality of objects relative to the road segment, the first position indicator being based on the first image, the second position indicator being based on the second image, and the third position indicator being based on the third image;
correlating the position indicators for each of the plurality of objects, wherein the correlating includes:
comparing the first, second, and third position indicators for the at least one object;
determining, based on the comparison, that the third position indicator is an outlier; and
determining, based on the determination that the third position indicator is an outlier, a refined position for the at least one object based on the determined first and second position indicators; and
generating, based on the refined position, a map including a representation of the refined position for the at least one object.
12. The method of claim 11 , further comprising transmitting the generated map to an external entity.
13. The method of claim 12 , wherein the external entity includes a municipality.
14. The method of claim 11 , wherein the map is generated to include objects belonging to a particular predetermined category of objects, and wherein the particular predetermined category of objects includes infrastructure objects.
15. The method of claim 14 , wherein the infrastructure objects include manhole covers.
16. The method of claim 14 , wherein the infrastructure objects include traffic lights.
17. The method of claim 14 , wherein the infrastructure objects include utility boxes.
18. The method of claim 14 , wherein the infrastructure objects include bus stops.
19. The method of claim 11 , wherein the map includes a first layer associated with objects of a first object type and a second layer associated with a second object type.
20. A non-transitory computer-readable medium storing instructions that, when executed by at least one processor, are configured to cause at least one processor to:
receive a first image captured by a camera of a first vehicle during a drive of the first vehicle along at least a portion of a road segment;
receive a second image captured by a camera of a second vehicle during a drive of the second vehicle along at least a portion of the road segment;
receive a third image captured by a camera of a third vehicle during a drive of the third vehicle along at least a portion of the road segment;
analyze the first, second, and third images to identify representations of a plurality of objects, the objects belonging to at least one predetermined category of objects;
analyze the first, second, and third images to determine first, second, and third position indicators for at least one object of the plurality of objects relative to the road segment, the first position indicator being based on the first image, the second position indicator being based on the second image, and the third position indicator being based on the third image;
correlate the position indicators for each of the plurality of objects, wherein the correlating includes:
comparing the first, second, and third position indicators for the at least one object;
determining, based on the comparison, that the third position indicator is an outlier; and
determining, based on the determination that the third position indicator is an outlier, a refined position for the at least one object based on the determined first and second position indicators; and
generate, based on the refined position, a map including a representation, of the refined position for the at least one object.