Normal-map conditioned generation helper. Lora trained to preserve source geometry / normals while generating RGB output.
Checkpoints in this repo:
Normal2RGB_2000.safetensors
Normal2RGB_3000.safetensors
Normal2RGB_4000.safetensors
Each comparison below is a 3-panel strip:
Source (Normal Map) | with Normal2RGB | without Normal2RGB
.
Comparisons
1. Product Shot - Wireless Mouse
Left: Source normal map. Middle: with Normal2RGB - preserves mouse shape, scroll wheel, side buttons and viewpoint. Right: without Normal2RGB - geometry and details drift.
2. Illustration - Boy Studying with Dog
Left: Source normal map. Middle: with Normal2RGB - preserves pose, table layout, and dog position. Right: without Normal2RGB - composition changes, extra objects appear.
3. Studio Portrait - Swimmer with Racket
Left: Source normal map. Middle: with Normal2RGB - preserves profile pose, racket strings, and ball stack. Right: without Normal2RGB - face angle, racket and props shift.
4. Landscape - Abandoned Industrial Railway
Left: Source normal map. Middle: with Normal2RGB - preserves tracks, structures, and foreground debris layout. Right: without Normal2RGB - scene gets overgrown / re-imagined, layout drifts.
Runs of Aero-Ex Qwen-Image2.1_Normal2RGB on huggingface.co
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More Information About Qwen-Image2.1_Normal2RGB huggingface.co Model
Qwen-Image2.1_Normal2RGB huggingface.co is an AI model on huggingface.co that provides Qwen-Image2.1_Normal2RGB's model effect (), which can be used instantly with this Aero-Ex Qwen-Image2.1_Normal2RGB model. huggingface.co supports a free trial of the Qwen-Image2.1_Normal2RGB model, and also provides paid use of the Qwen-Image2.1_Normal2RGB. Support call Qwen-Image2.1_Normal2RGB model through api, including Node.js, Python, http.
Qwen-Image2.1_Normal2RGB huggingface.co is an online trial and call api platform, which integrates Qwen-Image2.1_Normal2RGB's modeling effects, including api services, and provides a free online trial of Qwen-Image2.1_Normal2RGB, you can try Qwen-Image2.1_Normal2RGB online for free by clicking the link below.
Aero-Ex Qwen-Image2.1_Normal2RGB online free url in huggingface.co:
Qwen-Image2.1_Normal2RGB is an open source model from GitHub that offers a free installation service, and any user can find Qwen-Image2.1_Normal2RGB on GitHub to install. At the same time, huggingface.co provides the effect of Qwen-Image2.1_Normal2RGB install, users can directly use Qwen-Image2.1_Normal2RGB installed effect in huggingface.co for debugging and trial. It also supports api for free installation.
Qwen-Image2.1_Normal2RGB install url in huggingface.co: