open-mmlab / OpenPCDet

OpenPCDet Toolbox for LiDAR-based 3D Object Detection.
Apache License 2.0
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About evaluating waymo datasets. #767

Closed kx-Z closed 2 years ago

kx-Z commented 2 years ago

I0120 23:13:53.815790 30010 detection_metrics_ops.cc:157] Computing detection metrics for 1026059 predicted boxes. I0120 23:13:53.815812 30010 detection_metrics_ops.cc:159] Parsing prediction [1026059,7][1026059] I0120 23:13:54.045742 30010 detection_metrics_ops.cc:168] Parsing ground truth [1123373,7][1123373] I0120 23:14:19.839358 30010 detection_metrics_ops.cc:221] Done with computing detection metrics.

OBJECT_TYPE_TYPE_VEHICLE_LEVEL_1/AP: 0.7637 OBJECT_TYPE_TYPE_VEHICLE_LEVEL_1/APH: 0.7584 OBJECT_TYPE_TYPE_VEHICLE_LEVEL_2/AP: 0.6738 OBJECT_TYPE_TYPE_VEHICLE_LEVEL_2/APH: 0.6690 OBJECT_TYPE_TYPE_PEDESTRIAN_LEVEL_1/AP: 0.0000 OBJECT_TYPE_TYPE_PEDESTRIAN_LEVEL_1/APH: 0.0000 OBJECT_TYPE_TYPE_PEDESTRIAN_LEVEL_2/AP: 0.0000 OBJECT_TYPE_TYPE_PEDESTRIAN_LEVEL_2/APH: 0.0000 OBJECT_TYPE_TYPE_SIGN_LEVEL_1/AP: 0.0000 OBJECT_TYPE_TYPE_SIGN_LEVEL_1/APH: 0.0000 OBJECT_TYPE_TYPE_SIGN_LEVEL_2/AP: 0.0000 OBJECT_TYPE_TYPE_SIGN_LEVEL_2/APH: 0.0000 OBJECT_TYPE_TYPE_CYCLIST_LEVEL_1/AP: 0.0000 OBJECT_TYPE_TYPE_CYCLIST_LEVEL_1/APH: 0.0000 OBJECT_TYPE_TYPE_CYCLIST_LEVEL_2/AP: 0.0000 OBJECT_TYPE_TYPE_CYCLIST_LEVEL_2/APH: 0.0000

I just want to experiment with the vehicle class, but it seems to take a lot of time to calculate other classes. How to get rid of them?

sshaoshuai commented 2 years ago

If the prediction dict does not have any predicted pedestrian/cyclist, I guess it will not spend lots of time on calculating the metric of pedestrian./cyclist.

kx-Z commented 2 years ago

Thanks,where to set prediction dict,class names in *.yaml ?

github-actions[bot] commented 2 years ago

This issue is stale because it has been open for 30 days with no activity.

github-actions[bot] commented 2 years ago

This issue was closed because it has been inactive for 14 days since being marked as stale.