Mask Generation Task Guide #28897

merveenoyan · 2024-02-06T14:47:01Z

Added mask generation task guide.

HuggingFaceDocBuilderDev · 2024-02-06T17:32:10Z

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docs/source/en/tasks/mask_generation.md

Co-authored-by: NielsRogge <[email protected]>

docs/source/en/tasks/mask_generation.md

Co-authored-by: NielsRogge <[email protected]>

MKhalusova

Great work, @merveenoyan ! Left some suggestions.

MKhalusova · 2024-02-06T18:42:50Z

docs/source/en/tasks/mask_generation.md

+on labeled datasets and are limited to the classes they have seen during training; they return a set of masks and corresponding classes, 
+given an image. 
+
+Mask generation models are trained on large amounts of data, and they operate in two modes. The first one is prompting 


Large amounts of unlabeled data?

the model is actually manually labeled with masks, semi-automatic labeled, and fully automatically labeled, however the label here doesn't imply class masks like fully supervised image segmentation. will try to put this properly

MKhalusova · 2024-02-06T18:44:23Z

docs/source/en/tasks/mask_generation.md

+given an image. 
+
+Mask generation models are trained on large amounts of data, and they operate in two modes. The first one is prompting 
+mode. In this mode, the model takes in an image and a prompt, where a prompt can be a point location in the image within 


Is a point location an XY coordinate of a pixel or something else?

yes it is, will clarify

MKhalusova · 2024-02-06T18:47:28Z

docs/source/en/tasks/mask_generation.md

+on labeled datasets and are limited to the classes they have seen during training; they return a set of masks and corresponding classes, 
+given an image. 
+
+Mask generation models are trained on large amounts of data, and they operate in two modes. The first one is prompting 


You can make this a list. E.g.:

"Mask generation models are trained on large amounts of data, and they operate in two modes: * Prompting mode: the model takes in....

Segment everything mode: ...."

docs/source/en/tasks/mask_generation.md

Co-authored-by: Maria Khalusova <[email protected]>

merveenoyan · 2024-02-06T19:50:40Z

@MKhalusova thanks, I addressed your comments I think

MKhalusova

Thanks for addressing the feedback, LGTM!

MKhalusova · 2024-02-07T17:58:09Z

@ArthurZucker please take a look. the guide LGTM

docs/source/en/tasks/mask_generation.md

khipp · 2024-02-09T00:25:29Z

I hope feedback from the community is welcome. Nice work! 🤗

ArthurZucker

Thanks for the nice documentation!

docs/source/en/tasks/mask_generation.md

Co-authored-by: Arthur <[email protected]>

Co-authored-by: Klaus Hipp <[email protected]>

Co-authored-by: Arthur <[email protected]>

docs/source/en/tasks/mask_generation.md

merveenoyan · 2024-02-14T15:03:47Z

@ArthurZucker can you merge this if it's ok?

docs/source/en/tasks/mask_generation.md

amyeroberts · 2024-02-14T18:29:44Z

@merveenoyan I can merge. Thanks for adding this!

* Create mask_generation.md * add h1 * add to toctree * Update docs/source/en/tasks/mask_generation.md Co-authored-by: NielsRogge <[email protected]> * Update docs/source/en/tasks/mask_generation.md Co-authored-by: NielsRogge <[email protected]> * Update docs/source/en/tasks/mask_generation.md Co-authored-by: NielsRogge <[email protected]> * Update docs/source/en/tasks/mask_generation.md Co-authored-by: NielsRogge <[email protected]> * Update docs/source/en/tasks/mask_generation.md Co-authored-by: NielsRogge <[email protected]> * Update mask_generation.md * Update docs/source/en/tasks/mask_generation.md Co-authored-by: Maria Khalusova <[email protected]> * Update docs/source/en/tasks/mask_generation.md Co-authored-by: Maria Khalusova <[email protected]> * Update docs/source/en/tasks/mask_generation.md Co-authored-by: Maria Khalusova <[email protected]> * Update docs/source/en/tasks/mask_generation.md Co-authored-by: Maria Khalusova <[email protected]> * Update docs/source/en/tasks/mask_generation.md Co-authored-by: Maria Khalusova <[email protected]> * Update docs/source/en/tasks/mask_generation.md Co-authored-by: Maria Khalusova <[email protected]> * Update docs/source/en/tasks/mask_generation.md Co-authored-by: Maria Khalusova <[email protected]> * Update docs/source/en/tasks/mask_generation.md Co-authored-by: Maria Khalusova <[email protected]> * Update docs/source/en/tasks/mask_generation.md Co-authored-by: Maria Khalusova <[email protected]> * Update docs/source/en/tasks/mask_generation.md Co-authored-by: Maria Khalusova <[email protected]> * Update mask_generation.md * Update docs/source/en/tasks/mask_generation.md Co-authored-by: Arthur <[email protected]> * Update docs/source/en/tasks/mask_generation.md Co-authored-by: Klaus Hipp <[email protected]> * Update docs/source/en/tasks/mask_generation.md Co-authored-by: Klaus Hipp <[email protected]> * Update docs/source/en/tasks/mask_generation.md Co-authored-by: Klaus Hipp <[email protected]> * Update docs/source/en/tasks/mask_generation.md Co-authored-by: Arthur <[email protected]> * Update docs/source/en/tasks/mask_generation.md * Update mask_generation.md * Update mask_generation.md --------- Co-authored-by: NielsRogge <[email protected]> Co-authored-by: Maria Khalusova <[email protected]> Co-authored-by: Arthur <[email protected]> Co-authored-by: Klaus Hipp <[email protected]>

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amyeroberts merged commit 3f4e79d into huggingface:main Feb 14, 2024
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Mask Generation Task Guide #28897

Mask Generation Task Guide #28897

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Mask Generation Task Guide #28897

Mask Generation Task Guide #28897

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