11–20 of 86 posts
Unrelated but when I read inpainting and Moebius I was scared it was related and using the art of the great Jean Giraud [0] a.k.a. Moebius https://characterdesignreferences.com/artist-of-the-week-3/m... [0] https://en.wikipedia.org/wiki/Jean_Giraud
Scared why?
What is the current SOTA for impainting? I have a potential project for my e-commerce where I want to allow users to upload images of their house exteriors and impaint awnings.
Proprietary? Either gpt-image-2 or NB2. I have an example of interior decorating inpainting where I replaced a large floor-to-ceiling window with a mirror, and the result was pretty impressive using NB Pro from nearly a year ago. https://imgpb.com/ZXkiXV Locally hostable? For my money I'd argue Flux.2 Klein but Qwen-Edit still puts in the work.
I do agree, however, that the Flux2 family is the SoTA at the moment. Running locally via something like Comfy gets incredible results.
What is the current SOTA for impainting? I have a potential project for my e-commerce where I want to allow users to upload images of their house exteriors and impaint awnings.
Proprietary? Either gpt-image-2 or NB2. I have an example of interior decorating inpainting where I replaced a large floor-to-ceiling window with a mirror, and the result was pretty impressive using NB Pro from nearly a year ago. https://imgpb.com/ZXkiXV Locally hostable? For my money I'd argue Flux.2 Klein but Qwen-Edit still puts in the work.
Earlier quoted context omitted.
Proprietary? Either gpt-image-2 or NB2. I have an example of interior decorating inpainting where I replaced a large floor-to-ceiling window with a mirror, and the result was pretty impressive using NB Pro from nearly a year ago. https://imgpb.com/ZXkiXV Locally hostable? For my money I'd argue Flux.2 Klein but Qwen-Edit still puts in the work.
As far as I know, gpt-image-2 doesn't even let you define a mask unless you've already run it through one iteration, and once you do define the mask, it just ignores it 90% of the time. It's utterly useless for inpainting. Also, this and other proprietary models are severely limited in their output resolution. I do agree, however, that the Flux2 family is the SoTA at the moment. Running locally via something like Com…
If you want real precision (especially for complex polygonal masks), or if you’re concerned about image degradation over multiple edit rounds, you'll slam against the limitations of those approaches.
Even with SOTA proprietary models, repeatedly editing and re-uploading an image is like making a copy of a copy of a VHS tape: you're gonna see subtle color shifts and quality loss steadily accumulate.
At that point, you either need to put in the manual work in something like Photoshop (bringing elements in as layers and masking them properly) or, as you mentioned, use a model or workflow that properly supports masking.
What is the current SOTA for impainting? I have a potential project for my e-commerce where I want to allow users to upload images of their house exteriors and impaint awnings.
Earlier quoted context omitted.
Scared why?
Scared for the same reason I found last year's 'Ghibli filter' craze upsetting, I would have personally hated to have seen this artist's legacy used for promoting AI image generation.
What is the current SOTA for impainting? I have a potential project for my e-commerce where I want to allow users to upload images of their house exteriors and impaint awnings.
This is the useful AI stuf. There’s so many usecases this makes possible.