A research piece on SDXL + LoRA training applied to fashion design — turning style references, fabric language, and silhouette logic into a controllable generative pipeline.

Custom-trained LoRAs encode designer-specific looks, textile behavior, and styling cues. SDXL handles the base generation. The result is a design-tooling stack where a fashion designer can iterate concepts against a learned visual language rather than fight the model's defaults.

Brief

Personal research — generative AI as a fashion-design tool

Role

LoRA training · SDXL workflow design · Visual research

Stack

SDXL · LoRA · ComfyUI · Stable Diffusion

Output

Research essay + visual case study