ONNX Model Zoo

mp3pintyo/upscale

By mp3pintyo · ↓ 0 · ♥ 2 · Updated 2025-03-10

What's in this repo

This page lists the files in mp3pintyo/upscale, including 4xSPANkendata_fp32.onnx.

  • 1 ONNX models (.onnx files)
  • 12 files, including 9 .pth, 1 .onnx, 1 .md
  • Last updated 2025-03-10

ONNX files

File Size Download
4xSPANkendata_fp32.onnx — Download

How to use

These ONNX files can be loaded with ONNX Runtime. To inspect a model graph, upload the file to the Netron viewer. Download links point to the original files on Hugging Face.

README

chaiNNer

Image Processing Unit

https://chainner.app/

  1. NMKD Superscale

4x

ESRGAN

Purpose: Clean Real-World Images

Upscaling of realistic images/photos with noise and compression artifacts

https://openmodeldb.info/models/4x-NMKD-Superscale

  1. SPANkendata

4x

SPAN

Purpose: Intended as a pretrain model, can be used to upscale undegraded photos.

4x realistic upscaler that may also work for general purpose usage. Trained on Bicubic downscaled tiles from very high quality images.

https://openmodeldb.info/models/4x-SPANkendata

  1. 4xNomos8kSCHAT-L

4x

HAT

4x photo upscaler with otf jpg compression and blur, trained on musl's Nomos8k_sfw dataset for realisic sr. Since this is a big model, upscaling might take a while.

https://openmodeldb.info/models/4x-Nomos8kSCHAT-L

  1. realSR_BSRGAN_DFOWMFC_s64w8_SwinIR-L_x4_GAN

4x

?

SwinIR achieves state-of-the-art performance in

bicubic/lighweight/real-world image SR

grayscale/color image denoising

grayscale/color JPEG compression artifact reduction

https://github.com/JingyunLiang/SwinIR/

  1. Real_HAT_GAN_sharper

?

HAT

?

https://drive.google.com/drive/folders/1HpmReFfoUqUbnAOQ7rvOeNU3uf_m69w0

  1. UltraSharp

4x

ESRGAN

It generates lots and lots of detail and leaves a nice texture on images. It works on most images, whether compressed or not. It does work best on JPEG compression though, as that's mostly what it was trained on. It has the ability to restore highly compressed images as well!

https://openmodeldb.info/models/4x-UltraSharp

  1. 4xPurePhoto-RealPLSKR

4x

RealPLKSR

Skilled in working with cats, hair, parties, and creating clear images. Also proficient in resizing photos and enlarging large, sharp images. Can effectively improve images from small sizes as well (300px at smallest on one side, depending on the subject). Experienced in experimenting with techniques like upscaling with this model twice and then reducing it by 50% to enhance details, especially in features like hair or animals.

https://openmodeldb.info/models/4x-PurePhoto-RealPLSKR

  1. 4xNomos2_hq_drct-l

4x

DRCT

Purpose: Upscaler

Subject: Photography

https://openmodeldb.info/models/4x-Nomos2-hq-drct-l

Model info

onnx license:apache-2.0 region:us
↓ 0 ♥ 2

Created: 2025-03-10

Updated: 2025-03-10

View on Hugging Face

Files (12)

.gitattributes
003_realSR_BSRGAN_DFOWMFC_s64w8_SwinIR-L_x4_GAN.pth
4x-UltraSharp.pth
4xNomos2_hq_atd.pth
4xNomos2_hq_dat2.pth
4xNomos2_hq_drct-l.pth
4xNomos8kSCHAT-L.pth
4xPurePhoto-RealPLSKR.pth
4xSPANkendata_fp32.onnx ONNX
4x_NMKD-Superscale-SP_178000_G.pth
README.md
Real_HAT_GAN_sharper.pth

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