Inventory count method and asset management system
Example implementations described herein are directed to an asset management system configured to facilitate real-time inventory recognition with image analysis tagged with positional information. The example implementations described herein also provide the method and process to improve the accuracy of the pipe detection for counting with various approaches. Referring the expected number of the pipes, example implementations utilize the pipe detection algorithm, as well as the bounding box of the pipe stack, use the knowledge of the physical size of the pipe stack, and analyze a pipe stack from the images of two directions at the end.
1. A management server configured to manage a plurality of pipe stacks, the management server comprising:
a processor, configured to:
receive global positioning satellite (GPS) position, direction and distance information associated with one or more images of a pipe stack from the plurality of pipe stacks;
determine a corresponding pipe stack from the plurality of pipe stacks from the GPS position, direction, and distance information; and
determine a count of the corresponding pipe stack from the associated one or more images.
2. The management server of claim 1 , wherein the processor is configured to:
determine an expected count for the corresponding pipe stack; and
provide instructions to a camera associated with the one or more images based on the expected count, the instructions indicative of another position and direction for the camera to take additional images of the corresponding pipe stack.
3. The management server of claim 2 , wherein the processor is further configured to transmit the expected count to the camera.
4. The management server of claim 1 , further comprising a memory configured to manage management information for the plurality of pipe stacks, the management information indicative of transactions made to each of the pipe stacks.
5. The management server of claim 1 , further comprising a memory configured to manage management information for the plurality of pipe stacks, the management information associating each of the plurality of pipe stacks to GPS position, wherein the processor is configured to determine the corresponding pipe stack from the plurality of pipe stacks from the GPS position, direction, and distance information based on the management information.
6. The management server of claim 1 , wherein the processor is configured to determine the count of the corresponding pipe stack based on identifying physical sides of the corresponding pipe stack and identifying one or more of gaps and overlaps from the one or more images.
7. The management server of claim 1 , wherein the processor is configured to determine the count of the corresponding pipe stack based on one or more thresholds set according to a type of pipe alignment associated with the corresponding pipe stack.
8. A system configured to manage a plurality of pipe stacks, the system comprising:
a device configured to capture one or more images, the device comprising:
one or more sensors configured to capture one or more images of a pipe stack from the plurality of pipe stacks; and
a first processor, configured to:
provide global positioning satellite (GPS) position, direction and distance information with the one or more images of the pipe stack to a management server; and
receive a count of the pipe stack from the management server in response;
and
the management server, comprising:
a second processor, configured to:
receive the global positioning satellite (GPS) position, direction and distance information associated with one or more images of the pipe stack from the plurality of pipe stacks from the device;
determine a corresponding pipe stack from the plurality of pipe stacks from the GPS position, direction, and distance information; and
determine the count of the corresponding pipe stack from the associated one or more images.
9. The system of claim 8 , wherein the second processor is configured to:
determine an expected count for the corresponding pipe stack; and
provide instructions to the device based on the expected count, the instructions indicative of another position and direction for the device to take additional images of the corresponding pipe stack.
10. The system of claim 9 , wherein the processor is further configured to transmit the expected count to the device.
11. The system of claim 8 , the management server further comprising a memory configured to manage management information for the plurality of pipe stacks, the management information indicative of transactions made to each of the pipe stacks.
12. The system of claim 8 , the management server further comprising a memory configured to manage management information for the plurality of pipe stacks, the management information associating each of the plurality of pipe stacks to GPS position, wherein the second processor is configured to determine the corresponding pipe stack from the plurality of pipe stacks from the GPS position, direction, and distance information based on the management information.
13. The system of claim 8 , wherein the second processor is configured to determine the count of the corresponding pipe stack based on identifying physical sides of the corresponding pipe stack and identifying one or more of gaps and overlaps from the one or more images.
14. The system of claim 8 , wherein the second processor is configured to determine the count of the corresponding pipe stack based on one or more thresholds set according to a type of pipe alignment associated with the corresponding pipe stack.
15. A device configured to capture one or more images, the device comprising:
one or more sensors configured to capture one or more images of a pipe stack; and
a processor, configured to:
provide Global Positioning Satellite (GPS) position, direction and distance information with the one or more images of the pipe stack to a management server; and
receive a count of the pipe stack from the management server in response to the provided GPS position, direction, distance information, and the one or more images.