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What happens when you take a hero frame from an AI-generated video and push it back into an image edit model?
This weekend I took a still from a recent Seedance 2.5 piece I made —depicting a solo mountaineer in a harsh alpine environment — and ran it through Midjourney's new v8.2 edit model to see how far I could iterate on a single frame without regenerating from scratch.
Tested wardrobe swaps, environment shifts, and style transfers.
Video walkthrough of the process coming in a separate post.
This looks cool
And here's a video walkthrough breaking down the process in more detail. How I approached each individual generation, the thought behind it, and my thoughts on how successful I thought each of them were.
Thanks for checking it out!
Nice work
Looks sooo good man, great job! 🚀
firee man
My honest review is chatgpt's new image generation model is more better than Midjourney 😊😊
This is top notch quality
Iterating on a single frame without regenerating is such a smarter workflow. The before/after on the mountaineer scene is really striking.
Nice one
Turn this into video
wardrobe swaps on one frame without regenerating, that's the workflow I want
Looks nice
Cool
Iterating on one frame instead of regenerating from scratch feels like the more art-directable way to use these models.
hard agree!
how realistic it is
Pulling a hero frame out of a video and pushing it back into an edit model is such a clever pipeline, you get motion-grade composition with still-image polish. The alpine grade stayed consistent across every pass, that is the hard part. The walkthrough makes the thinking easy to follow.
Iterating on one strong frame instead of regenerating from scratch makes so much sense for keeping consistency. The wardrobe swaps held up really well. Looking forward to the walkthrough
Looks Great 🙌
What inspired the visual direction here?
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