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Add ODM data processor #2517

Merged
merged 7 commits into from
Oct 13, 2023
Merged

Add ODM data processor #2517

merged 7 commits into from
Oct 13, 2023

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pierotofy
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Hello 👋 ,

this PR adds support for converting ODM (https://github.com/OpenDroneMap/ODM) datasets to nerfstudio format.

Usage:

  1. Process a dataset using ODM
$ ls /path/to/dataset
images
odm_report
odm_orthophoto
...
  1. Convert to nerfstudio format.
ns-process-data odm --data /path/to/dataset --output-dir {output directory}
  1. Train as usual.

Results:

image

Dataset: https://hub.dronedb.app/r/odm/brighton-beach

2023-10-12_161141.mp4

Dataset: https://github.com/pierotofy/dataset_banana

Hope this can be useful to others. Let me know if changes are needed. 🙏

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@tancik tancik left a comment

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Cool! LGTM

@tancik
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tancik commented Oct 12, 2023

Once you fix the type error, I think its good to be merged

This reverts commit 6f3cde1.
@pierotofy
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Should be good to go, thanks for the review @tancik ! 🙏

@tancik tancik merged commit 42cabed into nerfstudio-project:main Oct 13, 2023
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2 participants