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zhaofuq / LOD-3DGS

LetsGo: Large-Scale Garage Modeling and Rendering via LiDAR-Assisted Gaussian(Published in SIGGRAPH Asia 2024)
MIT License
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Custom Datasets #5

Open pauldeee opened 2 months ago

pauldeee commented 2 months ago

This is some exciting work, thank you!

I have a few questions in regards to custom datasets:

  1. Is there a specific format or structure required for custom datasets?
  2. Are there any configuration options or parameters in the current implementation that need to be adjusted when working with datasets outside the GarageWorld dataset?
  3. Is there a recommended method to load and preprocess custom data for the training process?

Thank you!

zhaofuq commented 2 months ago

We provide a sample dataset in this repository

This is some exciting work, thank you!

I have a few questions in regards to custom datasets:

  1. Is there a specific format or structure required for custom datasets?
  2. Are there any configuration options or parameters in the current implementation that need to be adjusted when working with datasets outside the GarageWorld dataset?
  3. Is there a recommended method to load and preprocess custom data for the training process?

Thank you!

Lithinem commented 1 month ago

This is some exciting work, thank you!

I have a few questions in regards to custom datasets:

1. Is there a specific format or structure required for custom datasets?

2. Are there any configuration options or parameters in the current implementation that need to be adjusted when working with datasets outside the GarageWorld dataset?

3. Is there a recommended method to load and preprocess custom data for the training process?

Thank you!

Hi, did you find any answers to your question by now? Im having similar problems. Like the convert.py generates .bin files where the sample dataset suggests the necessity of .ply and .txt files. Furthermore the file size differs a lot. Like when I try to run the convert.py on the sample dataset images i have like 20 kb where 140 mb would be expected.

Could you please help me?