Our model is built upon PF-Track and the environment setup can refer to here. The following are some key points.
-
Pytorch-related.
pytorch==1.9.0
,cuda==11.1
,cudnn==8
. -
MMLab-related. (build from source recommended).
MMCV==1.4.0
,MMDetection==v2.24.1
,MMSegmentation==v0.20.2
,MMDetection3d==v0.17.1
. -
nuScenes-related.
nuscenes-devkit==1.1.7
,motmetrics==1.1.3
(don't use higher versions ofmotmetrics
, or it will causenuscenes-devkit
into bugs, which is a known nuScenes dependency issue.)
We thank PF-Track for open-sourcing.