Is a
Patent attributes
Patent Applicant
Current Assignee
Patent Jurisdiction
Patent Number
Patent Inventor Names
Tal Remez0
Jonathan Chung-Kuan Huang0
Matthew Alun Brown0
Date of Patent
December 26, 2023
0Patent Application Number
172526630
Date Filed
July 10, 2019
0Patent Citations
Patent Primary Examiner
Patent abstract
Example aspects of the present disclosure are directed to systems and methods that enable weakly-supervised learning of instance segmentation by applying a cut-and-paste technique to training of a generator model included in a generative adversarial network. In particular, the present disclosure provides a weakly-supervised approach to object instance segmentation. In some implementations, starting with known or predicted object bounding boxes, a generator model can learn to generate object masks by playing a game of cut-and-paste in an adversarial learning setup.
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