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4xNomosUni_rgt_multijpg
Phips/4xNomosUni_rgt_multijpg
4xNomosUni_rgt_multijpg is a image-to-image model from Phips. Use it when you need one image transformed into another. The card lists the license as cc-by-4.0.
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Public
Updated Oct 8, 2024
Repo size
180 MB
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At a glance
- Task
- Image-to-Image
- License
- cc-by-4.0
- Access
- Public
- Created
- Oct 7, 2024
- Updated
- Oct 8, 2024
- SHA
- 9d08c79f
Model card
From the Hugging Face model README
4xNomosUni_rgt_multijpg
Name: 4xNomosUni_rgt_multijpg
License: CC BY 4.0
Author: Philip Hofmann
Network: RGT
Scale: 4
Release Date: 20.02.2024
Purpose: 4x universal DoF preserving upscaler
Iterations: 100'000
epoch: 79
batch_size: 12
HR_size: 128
Dataset: nomosuni
Number of train images: 2989
OTF Training: No
Pretrained_Model_G: RGT_x4
Description:
4x universal DoF preserving upscaler, pair trained with jpg degradation (down to 40) and multiscale (down_up, bicubic, bilinear, box, nearest, lanczos) in neosr with adamw, unet and pixel, perceptual, gan and color losses.
Similiar to the 4xNomosUni_rgt_s_multijpg model I released, with same dataset, this is a full RGT model in comparison.
6 Examples (To check JPG compression handling see Example Nr.4, to check Depth of Field handlin see Example Nr.1 & Nr.6): Slowpics
- Task
- Image-to-Image
- License
- cc-by-4.0
- Created
- Oct 7, 2024
- Updated
- Oct 8, 2024