ModelPublicadoExterno

Cubeinpaint360 Nadir Removal

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

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

TipoLoRAModelo baserunwayml/stable-diffusion-inpaintingVersiónadapter_modelBcalidad

Fuente del modelo

Tipo: LoRA
Tamaño del archivo: 24,4 MB
Modelo base: runwayml/stable-diffusion-inpainting
Versión: vadapter_model
Actualizado: 20 oct 2026
Descargas: 9
Fuente: Hugging Face

Descripción de la fuente

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")

Fuentes

1 fuente

Hugging FacePrincipalVersión 090a00dd398545bedf0bdbc1c78ea0a972406a71

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

Verificado 20 oct

Artefactos del modelo

1 artefacto

adapter_model.safetensors

safetensors · 24,4 MB · SHA-256 712e9b763697…51fd · Hugging Face

Download file

Extractos de fuentes

3 extractos

Readme3 agohuggingface.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") ```

Note20 octhuggingface.co/hiennthp/cubeinpaint360-nadir-removal

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

Note3 agohuggingface.co/hiennthp/cubeinpaint360-nadir-removal

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