LightwheelAI / street-gaussians-ns

Unofficial implementation of "Street Gaussians for Modeling Dynamic Urban Scenes"
Apache License 2.0
199 stars 18 forks source link

Which waymo dataset should i download. Can you share dataset format? #2

Closed geyikciomer closed 1 month ago

LightwheelAI commented 1 month ago

Thanks for your issue, we use waymo percetion v1.4.0 to test our model, you can download the dataset here https://console.cloud.google.com/storage/browser/waymo_open_dataset_v_1_4_0 and we update our readme to detail the dataset format as follow

clip root
  |-- images
  |     |-- ${cam0 name}
  |     |   |-- t0.jpg/png
  |     |   |-- t1.jpg/png
  |     |   |-- ...
  |     |
  |     |-- ${cam1 name}
  |     |-- ...
  |
  |-- lidars
  |     |-- ${lidar0 name}
  |     |   |-- t0.pcd
  |     |   |-- t1.pcd
  |     |   |-- ...
  |     |
  |     |-- ${lidar1 name}
  |     |-- ...
  |
  |-- transform.json
  |-- annotation.json
geyikciomer commented 1 month ago

Thank you for your work. We have three cameras on front and one lidar, do you think this repo fits our data?

LightwheelAI commented 1 month ago

We have fitten 6 cameras in our dataparser, it can be helpful to change the --filter_camera_id to use other cameras referring to scripts/shells/train.sh. best