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The number of NMS about futuredet HOT 1 CLOSED

hangxu124 avatar hangxu124 commented on July 26, 2024
The number of NMS

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neeharperi avatar neeharperi commented on July 26, 2024

We need to perform NMS on each timestep independently to avoid suppressing future detections from stationary objects. You may be able to modify the NMS code to take into consideration the timestep of each future prediction to avoid the issue described above so you only need to run NMS once.

I am currently working on a newer version of this code that is based on the mmdetection3d framework, supports nuScenes and Argoverse 2, and allows for multi-class FutureDet. I can try to address this problem here. I expect to release this in the next few days.

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