Phips/4xRealWebPhoto_v2_rgt_s
By Phips · ↓ 0 · ♥ 0 · Updated 2024-10-08
What's in this repo
This page lists the files in Phips/4xRealWebPhoto_v2_rgt_s, including 4xRealWebPhoto_v2_rgt_s_fp32.onnx.
- 1 ONNX models (.onnx files)
- 7 files, including 1 .pdf, 1 .txt, 1 .onnx, 1 .pth, 1 .safetensors, 1 .md
- Last updated 2024-10-08
ONNX files
| File | Size | Download |
|---|---|---|
| 4xRealWebPhoto_v2_rgt_s_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
4xRealWebPhoto_v2_rgt_s
Name: 4xRealWebPhoto_v2_rgt_s
License: CC BY 4.0
Author: Philip Hofmann
Network: RGT
Scale: 4
Release Date: 10.03.2024
Purpose: 4x real web photo upscaler, meant for upscaling photos downloaded from the web
Iterations: 220'000
epoch: 5
batch_size: 16
HR_size: 128
Dataset: 4xRealWebPhoto_v2 (see details in attached pdf file)
Number of train images: 1'086'976 (or 543'488 pairs)
OTF Training: No
Pretrained_Model_G: RGT_S_x4
Description:
4x real web photo upscaler, meant for upscaling photos downloaded from the web. Trained on my v2 of my 4xRealWebPhoto dataset, it should be able to handle realistic noise, jpg and webp compression and re-compression, scaling and rescaling with multiple downscampling algos, and handle a little bit of lens blur.
Thought featuring degraded images in the examples, this model should also be able to handle good quality input.
Details about the approach/dataset I made to train this model (and therefore also what this model would be capable of handling) is in the attached pdf.
My previous tries of this dataset, meaning v0 and v1, will get a separate entry, though this version would be recommended over them.
12 Examples on Slowpics
Model info
Created: 2024-04-02
Updated: 2024-10-08
View on Hugging Face