AniSD ArtCNN is an experimental GLSL shader model trained with a mini version of the original AniSD dataset on the ArtCNN architecture. Capable of real-time inference on even lower-end devices.
As with all the AniSD models, AniSD ArtCNN is for standard definition anime content. While it isn't as potent as its larger counterparts, it'll help clean up and deblur standard definition anime and make it more watchable, all without the need to bother upscaling ahead of time. :)
- Comparisons (Upscale vs. LR)
- Usage instructions (now with auto profile instructions!)
- AniSD model family
Warning
This model is heavily constrained by the inherent limitations of shaders. You will experience some loss in fidelity (usually more subtle details), and the overall quality of the model will be reduced compared to heavier models (i.e., basically everything else). For context, this model has ~47K parameters, whereas Compact, which is already a small architecture, has 600K+ parameters.
