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One name typed, two pictures back

cover_still_coat_outline.png
00_workflow.png
01_headphones.png
02_coat.png
03_necklace.png
04_glasses.png
05_cardigan.png
06_backpack.png
08_denim_jacket.png
10_train_leather_jacket.png

Nothing was masked or painted by hand. SAM 3 finds the thing from its name. Qwen Image 2.1 takes it out along with its shadow (most of the time) and reflection. Then only the thing's area and what changed with it are pasted back, so the rest of the picture is the original.

Both results come out the same size, so they stack as two layers.

About 12 seconds a run on an RTX 5090, about 6 with the optional speed LoRA.

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