MBPTrack3D icon indicating copy to clipboard operation
MBPTrack3D copied to clipboard

Question About Waymo Dataset Download

Open ujaejoon opened this issue 1 year ago • 8 comments

I visited the Waymo Open Dataset download page to download the dataset, but there are too many versions, and I'm not sure which one to download. From what I can tell, I should download the perception dataset rather than the motion dataset, but I'm unsure which version to choose. Could you provide guidance on this?

ujaejoon avatar Jan 02 '25 11:01 ujaejoon

I visited the Waymo Open Dataset download page to download the dataset, but there are too many versions, and I'm not sure which one to download. From what I can tell, I should download the perception dataset rather than the motion dataset, but I'm unsure which version to choose. Could you provide guidance on this? I am facing the same issue. May I ask if you have already resolved it?

Wanggggggggggggggg avatar Feb 09 '25 09:02 Wanggggggggggggggg

Nope...

ujaejoon avatar Feb 09 '25 10:02 ujaejoon

Sorry for the late response. I remember I followed the instructions of Open3DSOT, which follows Center Point. You can find more details at Open3DSOT

slothfulxtx avatar Feb 10 '25 02:02 slothfulxtx

I noticed that in your README, the Waymo dataset seems to follow Lidar-SOT, but it appears to be using Center Point instead. Could you kindly clarify this for me? Thank you!

Wanggggggggggggggg avatar Feb 10 '25 03:02 Wanggggggggggggggg

@Wanggggggggggggggg Oooooops, sorry for previous wrong reply. We don't train our network on Waymo, but use it to test the generalization ability of our method, which is different from the settings of Open3DSOT. We copy the evaluation results from STNet. Thus , you should follow this instruction.

slothfulxtx avatar Feb 10 '25 08:02 slothfulxtx

@slothfulxtx Thank you for your response! May I ask whether the evaluation results are based on the validation set or the test set of the Waymo dataset? I would greatly appreciate your clarification.

Wanggggggggggggggg avatar Feb 10 '25 08:02 Wanggggggggggggggg

Image It seems to be the validation set of Waymo

slothfulxtx avatar Feb 10 '25 09:02 slothfulxtx

@slothfulxtx We mainly want to know whether the Waymo dataset uses the motion or perception data, and which version of the dataset was downloaded. If you could provide an answer, it would be greatly appreciated!

Wanggggggggggggggg avatar Feb 14 '25 03:02 Wanggggggggggggggg