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pq-yang avatar

pq-yang/PGDiff

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165 Stars·14 Forks·Python·11 Aufrufe

PGDiff

[NeurIPS 2023] PGDiff: Guiding Diffusion Models for Versatile Face Restoration via Partial Guidance

Features

  • Face Restoration - Partial guidance for versatile face restoration.
  • Inverse Problems - Listed in the “Inverse Problems” section of the Awesome Diffusion Models awesome list.

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Häufig gestellte Fragen

Was macht pq-yang/pgdiff?

[NeurIPS 2023] PGDiff: Guiding Diffusion Models for Versatile Face Restoration via Partial Guidance

Was sind die Hauptfunktionen von pq-yang/pgdiff?

Die Hauptfunktionen von pq-yang/pgdiff sind: Face Restoration, Inverse Problems.

Welche Open-Source-Alternativen gibt es zu pq-yang/pgdiff?

Open-Source-Alternativen zu pq-yang/pgdiff sind unter anderem: zsyoaoa/difface — Zongsheng Yue, Chen Change Loy. xpixelgroup/diffbir — DiffBIR is a diffusion-based image restoration framework designed for blind image reconstruction. It utilizes… ballerin/v1diffusion — Implementation of sub-Riemannian diffusion for image inpainting and enhancement. chenxx89/bfrffusion. crosszamirski/guided-i2i — Combining image-to-image and class guided denoising diffusion probabilistic models. biomedai-ucsc/inversesr — [Early Accepted at MICCAI 2023] Pytorch Code of "InverseSR: 3D Brain MRI Super-Resolution Using a Latent Diffusion…

Open-Source-Alternativen zu PGDiff

Ähnliche Open-Source-Projekte, sortiert nach der Anzahl der gemeinsamen Funktionen mit PGDiff.
  • zsyoaoa/diffaceAvatar von zsyOAOA

    zsyOAOA/DifFace

    706Auf GitHub ansehen↗

    Zongsheng Yue, Chen Change Loy

    Python
    Auf GitHub ansehen↗706
  • xpixelgroup/diffbirAvatar von XPixelGroup

    XPixelGroup/DiffBIR

    4,087Auf GitHub ansehen↗

    DiffBIR is a diffusion-based image restoration framework designed for blind image reconstruction. It utilizes generative diffusion priors to recover high-quality images from sources with unknown or complex degradations without requiring explicit degradation models. The system includes specialized models for face restoration, enabling the recovery of facial landmarks, textures, and backgrounds in degraded portraits. To support high-resolution outputs on hardware with limited memory, it employs a tiled image upscaler that divides images into smaller patches during sampling. The framework cover

    Python
    Auf GitHub ansehen↗4,087
  • ballerin/v1diffusionAvatar von ballerin

    ballerin/v1diffusion

    4Auf GitHub ansehen↗

    Implementation of sub-Riemannian diffusion for image inpainting and enhancement

    Jupyter Notebook
    Auf GitHub ansehen↗4
  • biomedai-ucsc/inversesrAvatar von BioMedAI-UCSC

    BioMedAI-UCSC/InverseSR

    78Auf GitHub ansehen↗

    Early Accepted at MICCAI 2023 Pytorch Code of "InverseSR: 3D Brain MRI Super-Resolution Using a Latent Diffusion Model"

    Python
    Auf GitHub ansehen↗78
Alle 30 Alternativen zu PGDiff anzeigen→