When is machine learning data good?: Valuing in public health datafication

D Thakkar, A Ismail, P Kumar, A Hanna… - Proceedings of the …, 2022 - dl.acm.org
Data-driven approaches that form the foundation of advancements in machine learning (ML)
are powered in large part by human infrastructures that enable the collection of large …

Towards examining Human-AI collaboration across the AI pipeline

D Thakkar - 2024 - openaccess.city.ac.uk
The integration of Artificial Intelligence (AI) into decision-making workflows provides
significant opportunities for productivity gains but also raises complex questions about its …

Caractérisation de l'inclusivité des systèmes de vision par ordinateur basés sur l'apprentissage profond pour les pays du Sud

T Bayet - 2024 - theses.hal.science
Les changements mondiaux modernes, tels que le changement climatique et la sixième
extinction de masse, perturbent profondément nos sociétés et nos écosystèmes. Les …

PRACTICES OF BENCHMARKING, VULNERABILITY IN THE COMPUTER VISION PIPELINE

N Malevé - photographies, 2023 - Taylor & Francis
Computer vision datasets have proved to be key instruments to interpret visual data. This
article concentrates on benchmark datasets which are used to define a technical problem …