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cubeinpaint360-nadir-memo
hiennthp/cubeinpaint360-nadir-memo
cubeinpaint360-nadir-memo is a image-to-image model from hiennthp. Use it when you need one image transformed into another. It is set up for diffusers. The card lists the license as mit.
Cubemap-guided diffusion inpainting: EQR - cubemap bottom face - SD Inpainting + LoRA - re-projection.
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At a glance
- Task
- Image-to-Image
- Library
- diffusers
- License
- mit
- Access
- Public
- Created
- Mar 4, 2026
- Updated
- May 26, 2026
- SHA
- ba80bec0
Base models
Model card
From the Hugging Face model README
CubeInpaint360: Nadir Tripod Removal for 360 Construction Inspection
Method
Cubemap-guided diffusion inpainting: EQR -> cubemap bottom face -> SD Inpainting + LoRA -> re-projection.
Metrics (Best Model: SD15)
- PSNR: 25.41
- SSIM: 0.7681
- LPIPS: 0.0983
Usage
from diffusers import StableDiffusionInpaintPipeline
from peft import PeftModel
pipe = StableDiffusionInpaintPipeline.from_pretrained("runwayml/stable-diffusion-inpainting", torch_dtype=torch.float16, safety_checker=None)
pipe.unet = PeftModel.from_pretrained(pipe.unet, "hiennthp/cubeinpaint360-nadir-memo")
pipe = pipe.to("cuda")
- Task
- Image-to-Image
- Library
- diffusers
- License
- mit
- Created
- Mar 4, 2026
- Updated
- May 26, 2026