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:
Apr. 21, 2025

Filed:

Nov. 10, 2020
Applicant:

Five Ai Limited, Bristol, GB;

Inventors:

Vibhav Vineet, Cambridge, GB;

John Redford, Cambridge, GB;

Assignee:

Five AI Limited, Cambridge, GB;

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06V 20/64 (2021.12); G06V 10/25 (2021.12); G06V 10/62 (2021.12); G06V 10/776 (2021.12); G06V 10/82 (2021.12); G06V 20/58 (2021.12);
U.S. Cl.
CPC ...
G06V 20/647 (2021.12); G06V 10/25 (2021.12); G06V 10/776 (2021.12); G06V 10/82 (2021.12); G06V 20/58 (2021.12); G06V 20/64 (2021.12); G06V 10/62 (2021.12);
Abstract

A method of training a 3D structure detector to detect 3D structure in 3D structure representation, the method comprising the following steps: receiving, at a trainable 3D structure detector, a set of training inputs, each training input comprising at least one 3D structure representation; the 3D structure detector determining, for each training input, a set of predicted 3D objects for the at least one 3D structure representation of that training input; and training the 3D structure detector to optimize a cost function, wherein the cost function penalizes deviation from an expected geometric relationship between the set of predicted 3D objects determined for each training in put.


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