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This paper presents the recently published Cerema AWP (Adverse WeatherPedestrian) dataset for various machine learning tasks and its exports inmachine learning friendly format. We explain why this dataset can beinteresting (mainly because it is a greatly controlled and fully annotatedimage dataset) and present baseline results for various tasks. Moreover, wedecided to follow the very recent suggestions of datasheets for dataset, tryingto standardize all the available information of the dataset, with atransparency objective.

Baselines and a datasheet for the Cerema AWP dataset