Add ProPainter to transformers

[shauray8]

Model description

ProPainter can be an excellent addition to Transformers given its impressive inpainting capabilities.

Relevant Links
Paper - https://arxiv.org/abs/2309.03897
Project Page - https://shangchenzhou.com/projects/ProPainter/
Original Code - https://github.com/sczhou/ProPainter
Weights - https://github.com/sczhou/ProPainter/releases/tag/v0.1.0 (Needs to be merged into a unified one)

Author - @sczhou

Open source status

• The model implementation is available
• The model weights are available

@amyeroberts @ArthurZucker
If you think this is a valuable addition I'm more than happy to work on it.

[mahimairaja]

LGTM, I would also like to be a part this contrib... @shauray8

[shauray8]

@mahimairaja of course, let's wait for approval from a core maintainer.

[LysandreJik]

Looks good :)

What do you think @rafaelpadilla ?

[rafaelpadilla]

Great suggestion @shauray8!
The original repo has 1.4k stars in 3 weeks. I thiink it is a great model to add! :)

[shauray8]

Okay then, working on it!

[mahimairaja]

Hi @shauray8, I would like to connect with you...
regard this issue!

[shauray8]

@mahimairaja what is your preferred mode of conversation?

[mahimairaja]

Yeah, shall we connect on discord? my username - mahimairaja

[mahimairaja]

I find this model and idea awesome
I would like to work on this issue, can you please assign it to me?

[rafaelpadilla]

Glad to see that you have been working on ProPainter together :)
When it's ready, please, ping me for the first review.

[royvelich]

Is anyone still working on this?

[amyeroberts]

@royvelich The previous PRs were closed because of inactivity. If you or anyone else in the community would like to open a PR to add the model we'd be very happy to review!

[RUFFY-369]

@amyeroberts I would be happy to complete it :)

[amyeroberts]

@RUFFY-369 Great!

[royvelich]

@RUFFY-369 @amyeroberts
I already have a semi-productized adaptation for ProPainer in my own private project, so if you want to collaborate, count me in.