Zhixing Technology's large-scale model R&D system promotes the development of autonomous driving

Zhixing Technology, a company focusing on autonomous driving technology, has successfully improved the performance of its autonomous driving system by building a data-centric large model R&D system. The company uses a powerful visual Transformer model as a teacher and a CNN network as a student for learning. This knowledge distillation method has been included in the NeurIPS 2024 conference. At the same time, Zhixing Technology has also built an efficient data collection and annotation system, and used large models to generate simulation data to further reduce costs and improve data quality.