Nvidia patents system to create video of objects not seen during training
Nvidia describes a system where one neural network adjusts the settings of a second neural network based on sample images of an object. This allows the second network to generate video frames of objects that were not included in its original training data.
In the filing’s own words
Apparatuses, systems, and techniques to generate video of objects. In at least one embodiment, one or more neural networks generate video of objects whose images are different from those in training sets of these neural networks.
What exactly they claim (claim 1)
1. One or more processors, comprising: circuitry to: cause one or more first neural networks to calculate one or more parameters of one or more second neural networks, wherein the one or more parameters are calculated based, at least in part, on one or more sample images of one or more objects; cause the one or more parameters of the one or more second neural networks to be updated based on at least one or more characteristics of the one or more objects; and generate one or more video frames, using the one or more second neural networks with the one or more updated parameters based, at least in part, on one or more semantic images corresponding to the one or more sample images, wherein the one or more semantic images comprise one or more encodings of geometric information of the one or more objects.
Facts
- Company
- Nvidia (NVIDIA Corporation)
- Official title
- Neural network system for generating video of objects outside training set
- Patent number
- US12738079B1
- Application number
- 16537504
- Filed
- Aug 9, 2019
- Granted
- Sep 15, 2026
- Inventors
- 5
- Claims
- 50
Classified under
G06V 20/647 Physics & computingG06F 17/11 Physics & computingG06F 18/214 Physics & computingG06F 18/2413 Physics & computingG06N 3/0418 Physics & computingMore from Nvidia in AI & software
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Summaries are simplified from the filing’s own abstract and first claim. A patent filing is not a product announcement.
Patent data and drawings: U.S. Patent and Trademark Office (USPTO). Nebula is not affiliated with or endorsed by the USPTO.