NuScenes.md

July 12, 2022 ยท View on GitHub

We provide the experiments on the NuScenes dataset. The results are as follows:

CameramAPmATEmASEmAOEmAVEmAAENDS
front1.6700.8820.6990.7201.5061.07.814
front_left0.0661.01.01.01.01.00.033
front_right0.1380.9560.9341.01.01.01.163
back2.6830.8350.7010.7211.3001.08.767
back_left0.0401.01.01.01.01.00.020
back_right0.1381.01.01.01.01.00.069
all18.2200.7170.4140.8261.4521.019.540

To run our code on NuScenes, one can run

python scripts/nuscenes2kitti.py

to convert to NuScenes dataset to KITTI format. Then change the path of KITTI to NuScenes and kick off the training.