Generative model training and image generation apparatus and method
US11347973B2 · kind B2 · utility
4Cited by
1References
11Claims
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Key dates
| Filing date | Oct 8, 2019 |
| Grant date | May 31, 2022 |
| Priority date | — |
| Expiry date | May 7, 2040 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06V40/50
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
An apparatus for training an image generative model and an image generating apparatus are provided. The apparatus generates output images from a plurality of input images based on the generative model, extracts depth features from the respective output images based on a depth classification model, calculates a depth loss from the extracted depth features, and trains the generative model based on an overall loss that includes the calculated depth loss.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.