Method, apparatus, device, and medium for image recognition via wireless federated learning
US12277755B1 · kind B1 · utility
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Key dates
| Filing date | Jun 21, 2024 |
| Grant date | Apr 15, 2025 |
| Priority date | — |
| Expiry date | Jun 21, 2044 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06V20/62
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
Disclosed are a method, an apparatus, a device, and a medium for image recognition via wireless federated learning. The method for image recognition via wireless federated learning includes: obtaining an image to be recognized and an initial image recognition model; adjusting parameters for the initial image recognition model via a preset accelerated mobile federated learning algorithm according to a target momentum factor to obtain a target image recognition model; and recognizing the image to be recognized through the target image recognition model to obtain text information corresponding to the image to be recognized.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.