> This is because in the workflow that is one of the steps that is naively applied without consideration of multi edit possibility.
Unconvinced by that tbh. This could simply be a bias with the encoder/decoder or the model itself, many image generation models showed behaviour like this. Also unsure why a sepia filter would always be applied if it was a workflow, what's the point of this?
Personally, I don't believe this is just an agentic workflow. Agentic workflows can't really do anything a human couln't do manually, they just make the process much faster. I spent 2 years working with image models, specifically around controllability of the output, and there is just no way of getting this kind of edits with a regular diffusion model just through smarter prompting or other tricks. So I don't see how an agentic workflow would help.
I think you can only get there via a true multimodal model.
Unconvinced by that tbh. This could simply be a bias with the encoder/decoder or the model itself, many image generation models showed behaviour like this. Also unsure why a sepia filter would always be applied if it was a workflow, what's the point of this?
Personally, I don't believe this is just an agentic workflow. Agentic workflows can't really do anything a human couln't do manually, they just make the process much faster. I spent 2 years working with image models, specifically around controllability of the output, and there is just no way of getting this kind of edits with a regular diffusion model just through smarter prompting or other tricks. So I don't see how an agentic workflow would help.
I think you can only get there via a true multimodal model.