Title: Baselines and a datasheet for the Cerema AWP dataset,
Abstract: This paper presents the recently published Cerema AWP (Adverse Weather
Pedestrian) dataset for various machine learning tasks and its exports in
machine learning friendly format. We explain why this dataset can be
interesting (mainly because it is a greatly controlled and fully annotated
image dataset) and present baseline results for various tasks. Moreover, we
decided to follow the very recent suggestions of datasheets for dataset, trying
to standardize all the available information of the dataset, with a
transparency objective.