ModelAufgelistetExtern

Photo Regenerator

Incrementally adds noise over a series of steps via a noise scheduler, and feeds images through a CNN to learn features/patterns to then "regenerate" the image.

Quellehuggingface.co/reeeemo/photo-regenerator/tree/c04ece4a84998968c8daaceb43b72c3d3ba36110

ArtOtherVersionRevision c04ece4

Modellquelle

Art: Other
Dateigröße: 3,47 MB
Version: vRevision c04ece4
Aktualisiert: 26. Sept. 2026
Downloads: 0
Quelle: Hugging Face

Quellenbeschreibung

Photo Regenerator w/Diffusion Denoiser Model

Incrementally adds noise over a series of steps via a noise scheduler, and feeds images through a CNN to learn features/patterns to then "regenerate" the image.

The .ipynb holds the tests and download of the dataset if needed.

Goals:

Quellen

1 Quelle

Hugging FacePrimärVersion c04ece4a84998968c8daaceb43b72c3d3ba36110

huggingface.co/reeeemo/photo-regenerator/tree/c04ece4a84998968c8daaceb43b72c3d3ba36110

Verifiziert 26. Sept.

Modellartefakte

1 Artefakt

photo_regen.weights.h5

h5 · 3,47 MB · SHA-256 9688d3dfeaba…0711 · Hugging Face

Herunterladen

Quellenauszüge

2 Auszüge

Readme26. Sept.huggingface.co/reeeemo/photo-regenerator

--- license: mit language: - en metrics: - accuracy pipeline_tag: unconditional-image-generation tags: - art --- # Photo Regenerator w/Diffusion Denoiser Model Incrementally adds noise over a series of steps via a noise scheduler, and feeds images through a CNN to learn features/patterns to then "regenerate" the image. The `.ipynb` holds the tests and download of the dataset if needed. ## Goals: - **Denoise a 25-step noisy image (Blurry)** - Denoise a 100-step noisy image - Denoise a 500-step noisy image - Denoise a 1000-step noisy image **Dataset Used: COCO 2017**