Ever wanted to train a LoRA but only had one good image of your character?
Thatβs exactly what this workflow is for.
It takes a single reference image and generates your character in tons of new poses, angles, and expressions β all while keeping them on-model. Perfect for quickly building a clean, varied dataset.
What it does:
β Creates dynamic body poses (standing, sitting, kneeling, jumping, flying, punching, kicking, etc.)
β Adds anime-style expressions (happy, sad, angry, smug, love-face with heart pupils, confused, yelling, crying, etc.)
β Includes hand + finger gestures (peace sign, pointing, fists, clasped hands, heart-shape, etc.)
β Keeps the style consistent with flat 2D tones + crisp line art
β Gives you ready-to-train outputs with minimal cleanup needed
Why use it?
LoRAs really shine when the dataset has variety β but collecting or editing images of your character is a pain. This workflow basically does the heavy lifting for you: drop in your character image, hit generate, and youβll get a nice spread of poses and moods to train on.
I made it to help myself, but I figured it might help others who are building LoRAs too. If you try it out, let me know how it works for you β or share your own tweaks back!
This version focus on 2D chars but can be easily tweaked to realistic
Go ahead and upload yours!
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