Monitoring configuration of an inventory of devices using captured images of the devices
The technologies described herein are generally directed to monitoring the configuration of an inventory of devices using captured images of a site. For example, a method described herein can include identifying a group of equipment installed at locations within a site. The method can further include, based on an image captured at the site by image capture equipment, detecting configuration activity at the site. Further, the method includes, based on analysis of the image, associating, by the tracking equipment, the configuration activity with equipment of the group of equipment.
1. A method, comprising:
identifying, by configuration equipment comprising a processor, network devices deployed at locations within a site;
based on an image captured at the site by image capture equipment, identifying, by the configuration equipment, a configuration activity at the site associated with the network devices, wherein the configuration activity is detected via an artificial neural network implemented by the configuration equipment based upon the image as an input to the artificial neural network;
based on an analysis of the image, associating, by the configuration equipment, the configuration activity with a network device of the network devices, wherein the associating the configuration activity with the network device comprises identifying the network device based on equipment information stored in an inventory management system accessible to the configuration equipment; and
updating, by the configuration equipment, the inventory management system based on the configuration activity that is associated with the network device.
2. The method of claim 1 , wherein the image capture equipment comprises a security camera installed at the site.
3. The method of claim 1 , wherein the identifying the configuration activity comprises identifying the configuration activity within a threshold proximity to a location where the network device is installed.
4. The method of claim 3 , wherein the site is a data center and the location comprises a rack of server equipment.
5. The method of claim 3 , wherein the configuration activity comprises a delivery of a component, and wherein the associating the configuration activity with the network device is based on the component being determined to be compatible with the network device and the configuration activity being within the threshold proximity to the location where the network device is installed.
6. The method of claim 3 , wherein the identifying the configuration activity comprises identifying a vehicle associated with changes to configuration settings of the network devices.
7. The method of claim 1 , wherein the network device comprises a new network device added to the network devices, wherein the configuration activity comprises installing the new network device at an installation location at the site, and wherein the updating comprises updating the equipment information stored in the inventory management system to include the new network device and the installation location.
8. The method of claim 1 , wherein the image capture equipment comprises a video camera, and wherein the image comprises a frame of a video captured by the video camera.
9. A non-transitory machine-readable medium, comprising executable instructions that, when executed by a processor of configuration equipment, facilitate performance of operations, the operations comprising:
identifying network devices deployed at locations within a site;
based on an image captured at the site by image capture equipment, identifying a configuration activity at the site associated with the network devices, wherein the configuration activity is detected via an artificial neural network implemented by the configuration equipment based upon the image as an input to the artificial neural network;
based on an analysis of the image, associating the configuration activity with a network device of the network devices, wherein the associating the configuration activity with the network device comprises identifying the network device based on equipment information stored in an inventory management system accessible to the configuration equipment; and
updating the inventory management system based on the configuration activity that is associated with the network device.
10. The non-transitory machine-readable medium of claim 9 , wherein the image capture equipment comprises a video camera, and wherein the image comprises a frame of a video captured by the video camera.
11. The non-transitory machine-readable medium of claim 9 , wherein the analysis of the image comprises identifying differences between the image and a previously captured image.
12. The non-transitory machine-readable medium of claim 11 , wherein the site comprises a data center, and wherein the identifying the differences comprises identifying additional network devices that have been installed in a rack of network devices since the previously captured image.
13. The non-transitory machine-readable medium of claim 12 , wherein the image capture equipment comprises a camera within the rack of network devices.
14. An apparatus comprising:
a processor system of configuration equipment including at least one processor; and
a computer-readable medium storing instructions which, when executed by the processing system, cause the processing system to perform operations, the operations comprising:
identifying network devices deployed at locations within a site;
based on an image captured at the site by image capture equipment, identifying a configuration activity at the site associated with the network devices, wherein the configuration activity is detected via an artificial neural network implemented by the configuration equipment based upon the image as an input to the artificial neural network;
based on an analysis of the image, associating the configuration activity with a network device of the network devices, wherein the associating the configuration activity with the network device comprises identifying the network device based on equipment information stored in an inventory management system accessible to the configuration equipment; and
updating the inventory management system based on the configuration activity that is associated with the network device.
15. The apparatus of claim 14 , wherein the image capture equipment comprises a video camera, and wherein the image comprises a frame of a video captured by the video camera.
16. The apparatus of claim 14 , wherein the analysis of the image comprises identifying differences between the image and a previously captured image.
17. The apparatus of claim 16 , wherein the site comprises a data center, and wherein the identifying the differences comprises identifying additional network devices that have been installed in a rack of network devices since the previously captured image.
18. The apparatus of claim 17 , wherein the image capture equipment comprises a camera within the rack of network devices.
19. The apparatus of claim 14 , wherein the identifying the configuration activity comprises identifying the configuration activity within a threshold proximity to a location where the network device is installed.
20. The apparatus of claim 19 , wherein the site is a data center and the location comprises a rack of server equipment.