This model belongs to a series, together with ExposureCorrection and UnderExposureCorrection
1xOverExposureCorrection_compact
Name: 1xOverExposureCorrection_compact
License: CC BY 4.0
Author: Philip Hofmann
Release Date: 27.01.2024
Network: SRVGGNetCompact
Scale: 1
Purpose: 1x exposure correction of overexposed photos
Iterations: 93'000
epoch: 62
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 overexposed 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.