Attribute annotation and bias evaluation in visual datasets for autonomous driving
Abstract This paper addresses the often overlooked issue of fairness in the autonomous driving domain, particularly in vision-based perception and prediction systems, which play a pivotal role in the overall functioning of Autonomous Vehicles (AVs). We focus our analysis on biases present in some of...
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| Principais autores: | , , , , |
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| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
SpringerOpen
2024-09-01
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| coleção: | Journal of Big Data |
| Assuntos: | |
| Acesso em linha: | https://doi.org/10.1186/s40537-024-00976-9 |
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