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1xUnderExposureCorrection_compact
Phips/1xUnderExposureCorrection_compact
1xUnderExposureCorrection_compact 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
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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
- 83422967
Model card
From the Hugging Face model README
This model belongs to a series, together with ExposureCorrection and OverExposureCorrection
1xUnderExposureCorrection_compact
Name: 1xUnderExposureCorrection_compact
License: CC BY 4.0
Author: Philip Hofmann
Release Date: 27.01.2024
Network: SRVGGNetCompact
Scale: 1
Purpose: 1x exposure correction of underexposed photos
Iterations: 134'000
epoch: 84
batch_size: 12
HR_size: 128
Dataset: exposure_correction
Number of train images: 3534
OTF Training: No
Pretrained_Model_G: 1x-Compact-Pretrain
Description:
This model is meant as an experiment to see if compact can be used to train on underexposed images to exposure correct those using the pixel, perceptual, color, color and ldl losses. There is no brightness loss. Still it seems to kinda work.
- Task
- Image-to-Image
- License
- cc-by-4.0
- Created
- Oct 7, 2024
- Updated
- Oct 8, 2024