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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.
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Conference papers
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https://hal.archives-ouvertes.fr/hal-01808744
Contributor : Gaelle Loosli <>
Submitted on : Monday, June 11, 2018 - 9:40:08 AM
Last modification on : Monday, March 29, 2021 - 2:43:29 PM
Long-term archiving on: : Thursday, September 13, 2018 - 12:11:35 AM

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  • HAL Id : hal-01808744, version 1
  • ARXIV : 1806.04016

Citation

Ismaïla Seck, Khouloud Dahmane, Pierre Duthon, Gaëlle Loosli. Baselines and a datasheet for the Cerema AWP dataset. Conférence d'Apprentissage CAp, Jun 2018, Rouen, France. ⟨hal-01808744⟩

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