Patent ID: 11915421
Assignee: MINERAL EARTH SCIENCES LLC
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 11:
12. An edge computing device comprising one or more processors and memory storing instructions that, in response to execution of the instructions, cause the one or more processors to:
capture, using one or more ground-level vision sensors, a first set of one or more images that depict an agricultural plot prior to performance of an agricultural task in the agricultural plot;
process the first set of one or more images in situ based on a machine learning model to generate a plurality of pre-task inferences about the agricultural plot;
capture, using one or more of the ground-level vision sensors, a second set of one or more images that depict the agricultural plot subsequent to the performance of the agricultural task in the agricultural plot;
process the second set of one or more images in situ based on the machine learning model to generate a plurality of post-task inferences about the agricultural plot;
trigger an audit of performance of the agricultural task, wherein the audit includes a comparison of the plurality of pre-task inferences to the plurality of post-task inferences to generate one or more operational metrics about the performance of the agricultural task in the agricultural plot; and
cause one or more of the operational metrics to be presented at one or more output devices.