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Virtual passengers for real car solutions: synthetic datasets

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arXiv2022-05-13 更新2024-08-06 收录
下载链接:
http://arxiv.org/abs/2205.06556v1
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资源简介:
本数据集名为‘虚拟乘客为真实汽车解决方案:合成数据集’,由西班牙的Vicomtech机构创建。该数据集旨在通过合成数据模拟汽车内部环境,特别关注驾驶员和乘客监控,以替代真实数据采集。数据集通过构建3D场景,模拟真实环境,自动生成标签,减少资源消耗。应用领域包括自动驾驶车辆中的驾驶员监控系统和乘客状态感知,解决数据获取成本高、标注复杂等问题。

This dataset is named 'Virtual Passengers for Real Automotive Solutions: Synthetic Dataset', and was created by Vicomtech, a research institute in Spain. The dataset aims to simulate automotive interior environments using synthetic data, with a particular focus on driver and passenger monitoring, to replace real-world data collection. By constructing 3D scenes to replicate realistic automotive environments, it automatically generates annotations, thereby reducing resource consumption. Its application domains include driver monitoring systems and passenger state awareness in autonomous vehicles, addressing issues such as high data acquisition costs and complex annotation workflows.
提供机构:
Vicomtech, 西班牙
创建时间:
2022-05-13
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