metadriverse / scenarionet

ScenarioNet: Scalable Traffic Scenario Management System for Autonomous Driving
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Some questions about Navigation #80

Closed FanYi-arch closed 5 months ago

FanYi-arch commented 7 months ago

I tried masking the navigation information while training the nuplan dataset, but the training got worse. In the process of understanding the code I noticed that scenario_description contains SDC_ID and based on SDC_ID I can get sdc_track. what does SDC_ID and sdc_track mean respectively? Looking forward to your reply.

QuanyiLi commented 7 months ago

Usually, most self-driving data are collected by data-collection cars in an ego-centric manner. This car is referred to as SDC (self-driving-car) or AV (autonomous car). And thus the training goal is to follow the trajectory of the SDC.

FanYi-arch commented 7 months ago

Usually, most self-driving data are collected by data-collection cars in an ego-centric manner. This car is referred to as SDC (self-driving-car) or AV (autonomous car). And thus the training goal is to follow the trajectory of the SDC.

Thank you for your reply!