CarkusL / CenterPoint

Export CenterPoint PonintPillars ONNX Model For TensorRT

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Question When Parsing Bin File

mhmmdjafarg opened this issue · comments

Hi i want to know why you set constexpr int featureNum = 5; when reading bin file? Is it because XYZI and what is the 5th?
is it ringindex?
do you have idea what to put in feature if the lidar dont provide ringindex?

Thank you

The 5th is time lag.
https://github.com/CarkusL/CenterPoint/blob/5912fab43dfe012112eb689a5a70d39c6bdf2654/tensorrt/samples/centerpoint/preprocess.cpp#L55C112-L55C112

When create dataset, we use 10 sweeps.
https://github.com/CarkusL/CenterPoint/blob/main/docs/NUSC.md

nuScenes

python tools/create_data.py nuscenes_data_prep --root_path=NUSCENES_TRAINVAL_DATASET_ROOT --version="v1.0-trainval" --nsweeps=10

Thanks!