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[Community Pipeline] Add Marigold Monocular Depth Estimation - #6249
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- add single-file pipeline - update README
| pipe.to("cuda") | ||
| image = Image.open("./input_image.jpg") |
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It's better to provide a direct link here and have it loaded like so:
fromdiffusers.utilsimportload_imageimage=load_image(image_url)ContributorAuthor
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Thanks for the suggestion. I've updated the example code with a direct link in README (see the new commit).
sayakpaul
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Just one comment. Looks very good!
HuggingFaceDocBuilderDev
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Dec 21, 2023
The docs for this PR live here. All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update. |
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Thank you! Will merge after the CI is green.
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Dec 29, 2023
…face#6249) * [Community Pipeline] Add Marigold Monocular Depth Estimation - add single-file pipeline - update README * fix format - add one blank line * format script with ruff * use direct image link in example code --------- Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
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…face#6249) * [Community Pipeline] Add Marigold Monocular Depth Estimation - add single-file pipeline - update README * fix format - add one blank line * format script with ruff * use direct image link in example code --------- Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
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What does this PR do?
This PR adds a community pipeline of Marigold, a universal monocular depth estimator derived from Stable Diffusion.
This pipeline can run on a single GPU and was tested on single RTX 3090/4090 and GTX 1080Ti.
Example code, project page, and full codebase are provided. The Colab notebook will be updated to use community pipeline once it is available.
In-the-wild inference result (1st row - input image; 2nd row - predicted depth map; 3rd row - unprojected point cloud):
Before submitting
This PR fixes a typo or improves the docs (you can dismiss the other checks if that's the case).Was this discussed/approved via a GitHub issue or the forum? Please add a link to it if that's the case.documentation guidelines, and
here are tips on formatting docstrings.
Did you write any new necessary tests?Who can review?
@patrickvonplaten and @sayakpaul