The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
May. 13, 2025

Filed:

Sep. 07, 2022
Applicant:

Deere & Company, Moline, IL (US);

Inventor:

Yueqi Li, San Jose, CA (US);

Assignee:

Deere & Company, Moline, IL (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 40/169 (2020.01); G06F 16/583 (2019.01); G06F 40/30 (2020.01);
U.S. Cl.
CPC ...
G06F 40/169 (2020.01); G06F 16/583 (2019.01); G06F 40/30 (2020.01);
Abstract

Implementations are disclosed for automatically generating computer code that implements a machine learning-based processing pipeline based on multiple different modalities of input. In various implementations, one or more annotations created on a demonstration digital image to annotate one or more visual features depicted in the demonstration digital image may be processed to generate annotation embedding(s). Natural language input describing one or more operations to be performed based on the one or more annotations also may be processed to generate one or more logic embeddings. The annotation embedding(s) and the logic embedding(s) may be processed using a language model to generate, and store in non-transitory computer-readable memory, target computer code. The target computer code may implement a machine learning-based processing pipeline that performs the one or more operations based on the one or more annotations.


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