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Aero-Ex/Qwen-Image2.1_Normal2RGB
Qwen-Image2.1_Normal2RGB is a machine learning model from Aero-Ex. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for ComfyUI. The card lists the license as apache-2.0.
Normal-map conditioned generation helper. Lora trained to preserve source geometry / normals while generating RGB output.
Downloads · 30 days
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Updated Sep 22, 2026
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.safetensors252 MB · 88%
From the Hugging Face model README
Normal-map conditioned generation helper. Lora trained to preserve source geometry / normals while generating RGB output.
Checkpoints in this repo:
Normal2RGB_2000.safetensorsNormal2RGB_3000.safetensorsNormal2RGB_4000.safetensorsEach comparison below is a 3-panel strip: Source (Normal Map) | with Normal2RGB | without Normal2RGB.

Left: Source normal map. Middle: with Normal2RGB - preserves mouse shape, scroll wheel, side buttons and viewpoint. Right: without Normal2RGB - geometry and details drift.

Left: Source normal map. Middle: with Normal2RGB - preserves pose, table layout, and dog position. Right: without Normal2RGB - composition changes, extra objects appear.

Left: Source normal map. Middle: with Normal2RGB - preserves profile pose, racket strings, and ball stack. Right: without Normal2RGB - face angle, racket and props shift.

Left: Source normal map. Middle: with Normal2RGB - preserves tracks, structures, and foreground debris layout. Right: without Normal2RGB - scene gets overgrown / re-imagined, layout drifts.