Patent ID: 11900671
Assignee: CLIMATE LLC
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 8:
9. A system comprising:
one or more processors;
a memory storing instructions which, when executed by the one or more processors, cause performance of:
inputting, to a machine-learned classifier that has been created using a set of neural network-based models, multi-band digital image data that represents an aerial view of an agricultural field location containing a horticultural product, each neural network-based model of the set of neural network-based models comprising a plurality of layers, each layer of the plurality of layers comprising a plurality of nodes and a plurality of weights associated with the plurality of nodes;
outputting, by the classifier, annotated image data, the annotated image data comprising annotation data identifying individual instances of the horticultural product in the agricultural field location;
using the annotated image data, computing a first predicted yield for the agricultural field location.