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Work item:
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F.FC-AM
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Subject/title:
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Functional capabilities for artificial intelligence development within the Al cloud platform: Automated machine learning
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Status:
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[Carried to next study period]
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Approval process:
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AAP
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Type of work item:
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Recommendation
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Version:
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New
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Equivalent number:
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-
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Timing:
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-
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Liaison:
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-
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Supporting members:
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-
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Summary:
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Automated machine learning (AutoML) could be considered an important technology to support the development of business-oriented AI multimedia applications. However, the automation capability of these platforms varies, and the evaluation of the automation level of the platforms is a great challenge in the field of AutoML.
This draft recommendation specifies the functional capabilities required for AutoML from the perspective of the AI multimedia applications development process. This draft recommendation focuses on automated data processing, automated feature engineering, neural architecture search, automated hyper-parameter optimization, automated model deployment, and other aspects with high availability and practicable AutoML technologies required.
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Comment:
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-
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Reference(s):
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Historic references:
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Contact(s):
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| ITU-T A.5 justification(s): |
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First registration in the WP:
2023-08-23 10:47:56
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Last update:
2024-09-20 10:37:14
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