Machine learning and data classification for operating a device such as a vehicle
US12423963B2 · kind B2 · utility
Assignees
Inventors
Key dates
| Filing date | Jul 27, 2023 |
| Grant date | Sep 23, 2025 |
| Priority date | — |
| Expiry date | May 27, 2044 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06T2207/30252
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
A computer that includes a processor and a memory, the memory including instructions executable by the processor to input an image to a first neural network to generate a first detected object and input the image to a second neural network to generate a reconstructed image which is input to a third neural network to generate a second detected object. The image can be divided into portions and the portions input to respective fourth neural networks to generate portions of a third detected object. The first detected object, the second detected object, the portions of the third detected object, and context data can be input to a partially observable Markov decision process to generate a high confidence detected object.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.