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TRAILab / PDV

Point Density-Aware Voxels for LiDAR 3D Object Detection (CVPR 2022)
Apache License 2.0
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Hello, I use all KITTI data for training. How can I find the model with the best performance from the trained models. #11

Closed libingDY closed 2 years ago

libingDY commented 2 years ago

Hello, I use all KITTI data for training. How can I find the model with the best performance from the trained models.

jskhu commented 2 years ago

You will need to take a subset of the training data as a validation set (I've seen numbers range from 5-10%) to verify your model. Ideally, the performance on the validation set is reflective of the performance of the test set, but from my experience, because of KITTI's dataset size, there is usually a large gap between validation performance and test performance.

libingDY commented 2 years ago

thank you