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SwatKats Compact
Good for
Purpose: Upscaling older cartoons
This is yet another retrain of SaurusX's SwatKats_Lite model. The dataset was reprocessed with my Find Misaligned Images script, along with the new ImgAlign update, which drastically reduced artifacts and increased the model's capabilities. This particular model is roughly on par with or slightly behind the original, doing better in some spots and worse in others. Refer to the attached examples to see this.
The advantage of this over the original is the speed improvement of Compact over ESRGAN-lite. In a 480p test on an RTX 4090, the original ESRGAN-lite model took 0.28 seconds to process a frame vs Compact's 0.13 seconds.
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Training details (8)
- Date
- 2024-02-22
- Dataset
- @saurusx's SwatKats Dataset
- Dataset size
- 5022
- Training iterations
- 400000
- Training epochs
- 190
- Training batch size
- 12
- Training HR size
- 128
- Training OTF
- No
Model
Rights
CC-BY-NC-SA-4.0Disclaimer
Private use
Distribution
Modifications
Credit required
Same License
State Changes
No Liability & Warranty