Work

iMagine D4.4 Best Practices and Guideline Updated for Developers and Providers of AI-based Image Analytics Services

Year: 2025

Type: article

Abstract: iMagine is a 36-month-long project to serve aquatic researchers with a portfolio of ‘free at point of use’ image datasets, high-performance image analysis tools empowered with Artificial Intelligence (AI). The iMagine services are built on top of the AI4OS Platform that allows transparent training, sharing, and serving of Machine learning (ML) and Deep Learning (DL) applications. This document is an update to the original D4.1 document created at the beginning of the project, providing good practice usage guides and pointers to documentation relating to the baseline technology of the iMagine AI platform.

Source: Zenodo (CERN European Organization for Nuclear Research)

DOI: 10.5281/zenodo.14961558

Authors: Heredia, Ignacio, Kozlov, Valentin

Institution: Karlsruhe Institute of Technology

Language: English

Topic: Scientific Computing and Data Management

Subfield: Information Systems and Management

Field: Decision Sciences

Domain: Social Sciences

Open Access status: green

Funder: European Commission

Award: Imaging data and services for aquatic science