tulerfeng / PlanKD

[CVPR 2024] On the Road to Portability: Compressing End-to-End Motion Planner for Autonomous Driving
Apache License 2.0
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Have you try the plankd with the carla_garage? #1

Open raozhongyu opened 5 months ago

raozhongyu commented 5 months ago

Thanks for your great work. I'd like to if you try the plankd with the carla_garage?

tulerfeng commented 5 months ago

Thanks for your interest. We haven't had the opportunity to try carla_garage yet.

raozhongyu commented 5 months ago

感谢博主您的回复,由于我对于知识蒸馏还不是很了解,有一些问题想咨询您: 1)在信息瓶颈模块时博主您的nearby pedestrain state以及nearby vehicle state 是怎么定义的呢,这个周围行人和车辆大概是一个什么范围 2)在信息瓶颈模块时,为何博主不直接采用 wp_loss作为监督直接去筛选,而是选用一些state的方式筛选

tulerfeng commented 4 months ago

您好,对于第一个问题,carla里面直接有提供is_vehicle_present这种类型的API,表示附近有没有车辆,我们直接用了这个属性,对于第二个问题,是因为state会比wp_loss相对来说更好预测,直接通过中间层的表示去预测wp_loss比较难

raozhongyu commented 4 months ago

感谢博主回复!