StableDiffusion.inpaint API polish

[LukeWood]

Some bugs I am aware of:

• needs a verbose=0 argument
• needs support for mixed precision
• need to solve the issue where the image encoder creates an 8px boundary around our images

[ID6109]

@LukeWood If this issue is open, can I take this?

[LukeWood]

We should support the workflow in https://colab.research.google.com/drive/1Bf-bNmAdtQhPcYNyC-guu0uTu9MYYfLu?usp=sharing

[UliPlabst]

Did anybody investigate where the issue with the 8px boundary comes from?

[LukeWood]

I've toyed with this a bit but nothing working yet...
https://colab.research.google.com/drive/1pgTnpoitoefWW7TxiLFXAA-BGVxLA_Uh?usp=sharing

hopefully I will open a PR soon - but unsure if this is even close to working.

[sachinprasadhs]

Thanks for reporting the issue! We have consolidated the development of KerasCV into the new KerasHub package, which supports image, text, and multi-modal models. Please read keras-team/keras-hub#1831. KerasHub will support all the core functionality of KerasCV.

KerasHub can be installed with !pip install -U keras-hub. Documentation and guides are available at keras.io/keras_hub.

With our focus shifted to KerasHub, we are not planning any further development or releases in KerasCV. If you encounter a KerasCV feature that is missing from KerasHub, or would like to propose an addition to the library, please file an issue with KerasHub.