Adoption of Moving Picture, Audio and Data Coding by Artificial Intelligence (MPAI) Technical Specification Artificial Intelligence Framework (AIF) Version 1
Last updated: 7 Jan 2025
Development Stage
Pre-draft
Draft
Published
3 Mar 2023
Scope
The MPAI AI Framework (MPAI-AIF) Technical Specification specifies architecture, interfaces, protocols and Application Programming Interfaces (API) of an AI Framework (AIF), especially designed for execution of AI-based implementations, but also suitable for mixed AI and traditional data processing workflows.
MPAI-AIF possesses the following main features:
- Operating System-independent.
- Component-based modular architecture with standard interfaces.
- Interfaces encapsulate Components to abstract them from the development environment.
- Interface with the MPAI Store enables access to validated Components.
- Component can be implemented as: software only (from Micro-Controller Units to High-Performance Computing), hardware only, and hybrid hardware-software.
- Component system features are:
- Execution in local and distributed Zero-Trust architectures.
- Possibility to interact with other Implementations operating in proximity.
- Direct support to Machine Learning functionalities.
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Categorisation
Scope: AI-specific
Topic: Interoperability, System architecture
Key Information
Organisation: IEEE
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