One-stop-shop for Artificial Intelligence and Machine Learning for Official Statistics Project (AIML4OS) is an ESSnet collaborative project involving 16 countries, started on 1 April 2024 and will last 4 years. The overall aim is to develop a ‘One Stop Shop’ for AI and ML in official statistics; that is, a platform which provides a single entry point for ESS staff to access a coherent set of capabilities for implementing AI/ML based solutions. This will provide them with tailored guidance and assistance in deploying AI/ML solutions within adequate methodological and implementation frameworks. The project is developed through 13 WPs, 6 supporting implementation and 7 dedicated to use cases. The knowledge and the framework realised and use cases experiences developed by the Consortium will allow them to use AI/ML to enable the development of more efficient and effective ways to deliver growing demand on official statistics.
AIML4OS
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WP7_landcover
WP7_landcover PublicLand cover classification at regional level (NUTS2) using CoSIA deep learning model on high resolution aerial images
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Land cover classification at regional level (NUTS2) using CoSIA deep learning model on high resolution aerial images
AIML4OS/WP7_landcover’s past year of commit activity - WP12 Public
AIML4OS/WP12’s past year of commit activity - WP9S3_ITA-ALE Public
Random forest implementation to predict categorical variable Attained Level of Education (ALE) beyond the sample
AIML4OS/WP9S3_ITA-ALE’s past year of commit activity - WP10 Public
The work package 10 "From text to code - Experiences and potential of the use of AI/ML for classifying and coding" aims at harnessing AI and machine learning technologies to map textual descriptions from diverse sources to international classification schemes such as NACE, COICOP, and ISCO, which are pivotal in the domain of official statistics.
AIML4OS/WP10’s past year of commit activity - WP9S3AT_TA Public
AIML4OS/WP9S3AT_TA’s past year of commit activity - AIML4OS-template-quarto-python Public template
AIML4OS/AIML4OS-template-quarto-python’s past year of commit activity - AIML4OS-template-quarto-r Public template
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