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Virtual AI Model: Achieving Perfect Face Consistency for Fashion
I developed a fully custom virtual AI persona for high-end fashion visualization. The core challenge of this project was maintaining 100% face and identity consistency across completely different lighting conditions, outfits, and environments.
Key Achievements:
Zero-Shot Identity Preservation: The virtual model's features remain identical in a moody restaurant, a sunny coastal town, a bright art gallery, and a clean penthouse.
Reproducible Workflow: Built using a specialized ComfyUI pipeline incorporating advanced LoRA training and ControlNet guidance.
E-commerce Ready: This technology allows fashion brands to generate entire lookbooks without expensive photo shoots, while keeping a consistent 'face' of the brand.
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What if your entire campaign came from one evolving canvas?
I tested Melius by building a skincare campaign from scratch using visuals I already loved.
💡 I started with a couple of product images and mockups, then expanded them and even stitched two generated clips together to create a more seamless video.
What stood out to me is not just the generation, but the iteration. Being able to shape, adjust, and connect ideas in one place feels very different from jumping between tools.
Will I be shooting a full campaign on the other side of the world? 🌍 Probably not. But I can definitely help direct one remotely. 😏
For freelance work, that means clearer art direction, faster decisions, and stronger client presentations.
Curious… if you had this kind of workflow, what would you build first?
Elegant work,simple, but done really well.
Lovable is living up to the name. ❤️
Just built Vault AI without touching a line of boilerplate. If you haven't tried the new wave of AI-driven no-code tools yet, you’re missing out on some serious superpowers.
Love this!
Have a question for any #ComfyUI users on here:
Very new to Comfy, but I'm in the process of purchasing a new laptop for my motion design + post production needs. Had been all set to buy a new MacBook Pro M5 Max, but after spending a lil time with Comfy and reading online forums, growing concerned about the possibility of being locked into a Mac system that’s both way slower and more limited when it comes to ComfyUI.
Im pretty set on going the laptop route. Id like the ability to travel and do my work from other places. My question is, would I be making a potentially disastrous decision opting for Mac as I continue delving more into ComfyUI? Would I be better off opting for a gaming laptop with a 4090 or 5090? Is there a world where Comfy performance within MacOS continues to improve, so those limitations are felt less in the future? From what I understand, it’s already better on that front than it was two years ago.
Just a lot to think about before dropping a bag on a new laptop. Any advice would be appreciated. Thanks Comfy buds
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