2xHFA2kAVCCompact

Here two (relatively) fast anime sr models that are meant to handle AVC (h264) compression (as can be found on some anime from the web). Did an EDSR M (network settings in the textfile) and a Compact (SRVGGNet) one.

Name: 2xHFA2kAVCEDSR_M
Author: Philip Hofmann
Release Date: 18.06.2023
License: CC BY 4.0
Network: EDSR M
Scale: 2
Purpose: Fast 2x anime upscaling model that handles AVC (h264) degradation
Iterations: 186,000
batch_size: 2-5
HR_size: 384
Epoch: 317 (require iter number per epoch: 1284)
Dataset: HFA2k_h264
Number of train images: 2568
OTF Training: No
Pretrained_Model_G: None

Description: A 2x EDSR M anime upscale model that handles AVC (h264) degradation. Applied h264 crf 20-28 degradation and bicubic, bilinear, box and lanczos downsampling on the HFA2k dataset with Kim's dataset destroyer.

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Name: 2xHFA2kAVCCompact
Author: Philip Hofmann
Release Date: 18.06.2023
License: CC BY 4.0
Network: SRVGGNet
Scale: 2
Purpose: Fast 2x anime upscaling model that handles AVC (h264) degradation
Iterations: 111,000
batch_size: 4
HR_size: 256
Dataset: HFA2k_h264
Number of train images: 2568
OTF Training: No
Pretrained_Model_G: None

Description: A 2x Compact anime upscale model that handles AVC (h264) degradation. Applied h264 crf 20-28 degradation together with bicubic, bilinear, box and lanczos downsampling on the HFA2k dataset with Kim's dataset destroyer.