ISO/IEC 15938-18:2023

Name: ISO/IEC 15938-18:2023 — Information technology — Multimedia content description interface — Part 18: Conformance and reference software for compression of neural networks
SKU: ISO/IEC 15938-18:2023
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Information technology — Multimedia content description interface — Part 18: Conformance and reference software for compression of neural networks

Название (английский):

Information technology — Multimedia content description interface — Part 18: Conformance and reference software for compression of neural networks

Статус документа:: Отменён
Формат:: Электронный (PDF)
Количество страниц:: 22
Дата публикации:: 14 июля 2023 г.
Издание:: ISO/IEC IS 15938 edition 1 version 1
ICS:: 35.040.40

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Описание (английский):

This document specifies conformance testing procedures for implementations of ISO/IEC 15938-17 and provides conformance bitstreams. It also provides the reference software for ISO/IEC 15938-17 which is an integral part of this document.

Abstract

Overview

Key topics and technical requirements

Conformance testing framework
- Procedures to test both decoders and bitstreams (see Clauses 4.2–4.6).
- Test workflows for decoding self-contained bitstreams and bitstreams requiring out‑of‑band parameters.
- Use of provided test vectors and reference bitstreams hosted on the ISO website.
Reference bitstreams and models
- A curated set of bitstreams and source models (e.g., MobileNetV2, VGG16, ResNet50, DCase, UC12B) to exercise features such as sparsification, pruning, topology pruning, partial data handling, and entropy coding variants.
- Test bitstreams demonstrate targeted features and encoder configurations to validate conformance.
Reference software
- Includes both encoder and decoder implementations that follow ISO/IEC 15938-17 decoding/encoding behavior.
- Guidance on software location, licensing, installation and architecture (parameter reduction, approximation, reconstruction, encode/decode modules).
- Defined data structures and interfaces (examples: model_info, approx_data, nctm, nctm.nnr_model).
- Annex A provides an informative Python implementation to aid study and integration.
Normative references
- Primary normative dependency is ISO/IEC 15938-17:2022 (Compression of neural networks).
- JSON (ISO/IEC 21778) referenced for data interchange.

Practical applications and who should use it

Developers and vendors of neural network compression tools and codecs - to validate encoder and decoder implementations against standard bitstreams.
Manufacturers of multimedia devices and platforms - to ensure interoperable delivery and playback of compressed neural networks used in on‑device inference or metadata extraction.
Conformance testing labs and QA teams - to run standardized tests and use reference bitstreams as test vectors.
Researchers and integrators - to study compression methods, replicate reference results, and prototype implementations using the provided reference software (including Python examples).

Related standards (brief)

ISO/IEC 15938-17:2022 - Compression of neural networks for multimedia content description and analysis (core format specification).
ISO/IEC 21778 - The JSON data interchange syntax (referenced for metadata and interchange).

Keywords: ISO/IEC 15938-18:2023, compression of neural networks, conformance testing, reference software, bitstream, ISO/IEC 15938-17, multimedia content description, encoder, decoder, interoperability, reference bitstreams.

Технические детали

Технический комитет: ISO/IEC JTC 1/SC 29 - Coding of audio, picture, multimedia and hypermedia information
SKU: ISO/IEC 15938-18:2023

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ISO/IEC 15938-18:2023

Abstract

Overview

Похожие стандарты

Key topics and technical requirements

Practical applications and who should use it

Related standards (brief)

Технические детали

ISO/IEC 15938-17:2022

Information technology — Multimedia content description interface — Part 17: Compression of neural networks f…

BS ISO/IEC 21778:2017

Information technology. The JSON data interchange syntax.

ISO 8212:1986

Soaps and detergents — Techniques of sampling during manufacture

ISO 20662:2020

Ships and marine technology — Hopper dredger supervisory and control systems

ISO 3021:2023

Adventure tourism — Hiking and trekking activities — Requirements and recommendations

ISO 3826-2:2008

Plastics collapsible containers for human blood and blood components — Part 2: Graphical symbols for use on l…

ISO/IEC 24730-1:2014

Information technology — Real-time locating systems (RTLS) — Part 1: Application programming interface (API)

ISO 8668-5:1992

Aircraft — Terminal junction systems — Part 5: Detail specification for type 3 system