


LightSim: An autonomous driving lighting simulation platform launched at NeurIPS 2023 to achieve a realistic, controllable and scalable simulation experience
Recently, researchers from Waabi AI, University of Toronto, University of Waterloo and MIT proposed a new autonomous driving lighting simulation platform LightSim at NeurIPS 2023. Researchers have proposed methods to generate paired illumination training data from real data, solving the problems of missing data and model migration loss. LightSim uses neural radiation fields (NeRF) and physics-based deep networks to render vehicle driving videos, achieving lighting simulation of dynamic scenes on large-scale real data for the first time.
Project website: https://waabi.ai/lightsim Paper link: https://openreview.net/pdf?id=mcx8IGneYw









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