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This model belongs to a series, with UnderExposureCorrection and OverExposureCorrection

1xExposureCorrection_compact

Name: 1xExposureCorrection_compact
License: CC BY 4.0
Author: Philip Hofmann
Release Date: 27.01.2024
Network: SRVGGNetCompact
Scale: 1
Purpose: 1x exposure correction of photos
Iterations: 106'000
epoch: 71
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 photos to exposure correct those using the pixel, perceptual, color, color and ldl losses. There is no brightness loss. Still it seems to kinda work.

4 SlowPic Examples


beach_example_exposurecorrection lake_example_exposurecorrection mountain_example_exposurecorrection traintrack_example_exposurecorrection

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