Sensing New Frontiers with Neural Lidar Fields for Autonomous Vehicle Simulation – NVIDIA Technical Blog News and tutorials for developers, data scientists, and IT admins 2025-03-25T16:00:00Z http://www.open-lab.net/blog/feed/ Zan Gojcic <![CDATA[Sensing New Frontiers with Neural Lidar Fields for Autonomous Vehicle Simulation]]> http://www.open-lab.net/blog/?p=68457 2023-08-10T17:11:16Z 2023-07-27T17:24:57Z Autonomous vehicle (AV) development requires massive amounts of sensor data for perception development. Developers typically get this data from two...]]> Autonomous vehicle (AV) development requires massive amounts of sensor data for perception development. Developers typically get this data from two...A still view of a lidar point cloud in a driving scene generated by neural lidar fields.

Autonomous vehicle (AV) development requires massive amounts of sensor data for perception development. Developers typically get this data from two sources��replay streams of real-world drives or simulation. However, real-world datasets offer limited flexibility, as the data is fixed to only the objects, events, and view angles captured by the physical sensors. It is also difficult to simulate��

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