This is really cool! As a next step, it would be even more useful if you could auto-inpaint on regions of the detected issues (e.g., malformed hands). That way you could maintain the subject / most of the image -- if you like everything but the deformed features. That way you tackle both the QA analyst problem and the "engineer" problem of trying to path the model for the end user/customer.
Launch HN: Rubbrband (YC W23) – Deformity detection for AI-generated images
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Re: Launch HN: Rubbrband (YC W23) – Deformity detection for AI-generated images
#52Earlier quoted context omitted.
We’re optimistic about using our own algorithms and models to evaluate another model. In theoretical computer science, it is easier to verify a correct solution than to generate a correct solution (P vs NP problem).
Do you, or will you, use human labor in any instance on evaluating images?
We currently don't since its not scalable
Re: Launch HN: Rubbrband (YC W23) – Deformity detection for AI-generated images
#53I tried it out, the first result itself was wrong. I am sort of a potential customer for a product I am working on. The feature detection and scene description even was off. https://app.rubbrband.com/image/f2e1h.png
Re: Launch HN: Rubbrband (YC W23) – Deformity detection for AI-generated images
#54This is really cool! As a next step, it would be even more useful if you could auto-inpaint on regions of the detected issues (e.g., malformed hands). That way you could maintain the subject / most of the image -- if you like everything but the deformed features. That way you tackle both the QA analyst problem and the "engineer" problem of trying to path the model for the end user/customer.
That's great feedback! We're working on this so stay tuned for updates ;)
Re: Launch HN: Rubbrband (YC W23) – Deformity detection for AI-generated images
#55I have an app that needs to generate hundreds and eventually thousands of images. What tools can I use to generate these images at scale. After I figure that out, then I will be looking at Rubbrband for quality control.
Re: Launch HN: Rubbrband (YC W23) – Deformity detection for AI-generated images
#56For anything that is not Midjourney you can just flag as deformed :) Jokes aside, Midjourney is far far ahead of all the others in what it can generate.
SDXL feels pretty close now. Have you spent much time with it?
yes, it's much better than the previous version but still not close to midjourney. there is that threshold in image generation via these models where until you cross it every picture feels off in some way and obviously ai generated. with midjourney I am continuously amazed at what I get out of it. then if you want high res pictures pass them through Gigapixel and voila.
Re: Launch HN: Rubbrband (YC W23) – Deformity detection for AI-generated images
#57I have an app that needs to generate hundreds and eventually thousands of images. What tools can I use to generate these images at scale. After I figure that out, then I will be looking at Rubbrband for quality control.
There's a few companies that provide APIs for image-gen. Personally I've been using the Kandinsky model off Replicate. It's really high quality, I'd recommend it: https://replicate.com/ai-forever/kandinsky-2.2
Re: Launch HN: Rubbrband (YC W23) – Deformity detection for AI-generated images
#58Super cool and will def be needed by companies if they want to use gen-ai images at scale and use in production.
Re: Launch HN: Rubbrband (YC W23) – Deformity detection for AI-generated images
#59I tried it out, the first result itself was wrong. I am sort of a potential customer for a product I am working on. The feature detection and scene description even was off. https://app.rubbrband.com/image/f2e1h.png
Hey! Feel free to shoot us an email at contact@rubbrband.com. Happy to set the record straight
Re: Launch HN: Rubbrband (YC W23) – Deformity detection for AI-generated images
#60I have an app that needs to generate hundreds and eventually thousands of images. What tools can I use to generate these images at scale. After I figure that out, then I will be looking at Rubbrband for quality control.
There's a few companies that provide APIs for image-gen. Personally I've been using the Kandinsky model off Replicate. It's really high quality, I'd recommend it: https://replicate.com/ai-forever/kandinsky-2.2
Wow, that page generates some striking images. Thanks for sharing the link!