wip: Segment Anything #5829
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wip: Segment Anything #5829
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blessedcoolant
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psychedelicious,
maryhipp,
hipsterusername,
lstein,
ebr,
GreggHelt2,
brandonrising and
RyanJDick
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Very exciting! I’ll review this evening. |
I'll need your help on this too. Currently the models load each time. I can bypass that setting global vars and conditonal checks. Which I'll do now. But at some point, I'll need you to fit the model and predictor into the model manager and have the memory management be done there. |
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Added support for SamHQ and Mobile models. |
- Make sure the output more is correct so other nodes can interact with it - Add option to invert mask if needed
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Description
This PR is the first draft of implementing a full fledged automated mask creation system inside InvokeAI. The first piece of that puzzle is the
Segment Anythingnode.DONE
Segment Anything Image Processor
image: A PIL Imagemodel_type: 3 different model types are available -small,medium,large,small_hq,medium_hq,large_hq, andmobile. These models are automatically downloaded on first boot.x_coordinate: The x co-ordinate of your selected point.y_coordinate: The y-coordinate of your selected point.background: If your selected point is in the background or not.Note: In the Linear UI, we will need to create a UI which allows us to select a point in the image.
Workflow Example
opera_NjiymzsNkP.mp4