ROCVJul 8, 2024

An Earth Rover dataset recorded at the ICRA@40 party

arXiv:2407.05735v3h-index: 11Has Code
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This provides an incremental dataset for researchers in robotics and autonomous navigation, focusing on a specific location for the Earth Rover Challenge.

The authors propose recording a new dataset in Rotterdam using the Earth Rover Challenge robot to address the lack of real-world navigation data from the Netherlands, specifically targeting open-world autonomous navigation models.

The ICRA conference is celebrating its $40^{th}$ anniversary in Rotterdam in September 2024, with as highlight the Happy Birthday ICRA Party at the iconic Holland America Line Cruise Terminal. One month later the IROS conference will take place, which will include the Earth Rover Challenge. In this challenge open-world autonomous navigation models are studied truly open-world settings. As part of the Earth Rover Challenge several real-world navigation sets in several cities world-wide, like Auckland, Australia and Wuhan, China. The only dataset recorded in the Netherlands is the small village Oudewater. The proposal is to record a dataset with the robot used in the Earth Rover Challenge in Rotterdam, in front of the Holland America Line Cruise Terminal, before the festivities of the Happy Birthday ICRA Party start. See: https://github.com/SlamMate/vSLAM-on-FrodoBots-2K

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