Development platform for image processing pipelines that use machine learning with user interface
US12399688B2 · kind B2 · utility
Assignee
Inventor
Key dates
| Filing date | Apr 7, 2023 |
| Grant date | Aug 26, 2025 |
| Priority date | — |
| Expiry date | Sep 2, 2043 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06F8/20
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
A development platform for implementing a machine learning pipeline on a chip containing multiple hardware compute elements. The development platform includes a user interface, a library of software blocks, and a synthesis engine. The user interface facilitates a user to develop a functional description of the machine learning pipeline. The functional description specifies multiple functional modules, including a machine learning model. The synthesis engine synthesizes the pipeline of functional modules into multiple interconnected executable components of software blocks and generates an implementation package including the executable components and specifying interconnections between the executable components.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.