ModelListedExternal

Cubeinpaint360 Nadir Removal

Cubemap-guided diffusion inpainting: EQR -> cubemap bottom face -> SD Inpainting + LoRA -> re-projection.

Sourcehuggingface.co/hiennthp/cubeinpaint360-nadir-removal/tree/090a00dd398545bedf0bdbc1c78ea0a972406a71

KindLoRABase modelrunwayml/stable-diffusion-inpaintingVersionadapter_modelBgrade

Model source

Kind: LoRA
File size: 24.4 MB
Base model: runwayml/stable-diffusion-inpainting
Version: vadapter_model
Updated: Oct 20, 2026
Downloads: 9
Source: Hugging Face

Source description

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: 27.07
SSIM: 0.7794
LPIPS: 0.0817

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-removal")
pipe = pipe.to("cuda")

Sources

1 source

Hugging FacePrimaryVersion 090a00dd398545bedf0bdbc1c78ea0a972406a71

huggingface.co/hiennthp/cubeinpaint360-nadir-removal/tree/090a00dd398545bedf0bdbc1c78ea0a972406a71

Verified Oct 20

Model artifacts

1 artifact

adapter_model.safetensors

safetensors · 24.4 MB · SHA-256 712e9b763697…51fd · Hugging Face

Download file

Source excerpts

3 excerpts

ReadmeAug 3huggingface.co/hiennthp/cubeinpaint360-nadir-removal

--- license: mit tags: [diffusion, inpainting, 360-panorama, nadir-removal, construction-inspection, lora] pipeline_tag: image-to-image library_name: diffusers base_model: runwayml/stable-diffusion-inpainting --- # 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: 27.07 - SSIM: 0.7794 - LPIPS: 0.0817 ## Usage ```python 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-removal") pipe = pipe.to("cuda") ```

NoteOct 20huggingface.co/hiennthp/cubeinpaint360-nadir-removal

Source context: 9 downloads · 0 likes · Pipeline image-to-image · Library diffusers · Repo hiennthp/cubeinpaint360-nadir-removal

NoteAug 3huggingface.co/hiennthp/cubeinpaint360-nadir-removal

Source context: 17 downloads · 0 likes · Pipeline image-to-image · Library diffusers · Repo hiennthp/cubeinpaint360-nadir-removal