ČSN EN ISO 19178-1 (979890)

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Aplikace informační technologie ve vědě

Anotácia textu normy ČSN EN ISO 19178-1 (979890):

Within the context of training data for Earth Observation (EO) Artificial Intelligence Machine Learning (AI/ML), this document specifies a conceptual model that:

• - establishes a UML model with a target of maximizing the interoperability and usability of EO imagery training data;
• - specifies different AI/ML tasks and labels in EO in terms of supervised learning, including scene level, object level and pixel level tasks;
• - describes the permanent identifier, version, licence, training data size, measurement or imagery used for annotation;
• - specifies a description of quality (e.g. training data errors, training data representativeness, quality measures) and provenance (e.g. agents who perform the labelling, labelling procedure)