Models of Anime4KCPP v3.1.0:
| models | description | parameters |
|---|---|---|
| acnet-gan | Lightweight CNN, detail enhancement | 5k |
| acnet-hdn0 | Lightweight CNN, mild denoising | 5k |
| acnet-hdn1 | Lightweight CNN, moderate denoising | 5k |
| acnet-hdn2 | Lightweight CNN, heavy denoising | 5k |
| acnet-hdn3 | Lightweight CNN, extreme denoising | 5k |
| arnet-4-hdn | Lightweight ResNet, mild denoising | 5k |
| arnet-4-le | Lightweight ResNet, line enhancing | 5k |
| arnet-b8-hdn | Lightweight ResNet, mild denoising | 10k |
| arnet-b8-le | Lightweight ResNet, line enhancing | 10k |
| arnet-b16-hdn | Lightweight ResNet, mild denoising | 19k |
| arnet-b16-le | Lightweight ResNet, line enhancing | 19k |
| arnet-b24-hdn | Lightweight ResNet, mild denoising | 28k |
| arnet-b24-le | Lightweight ResNet, line enhancing | 28k |
| arnet-b32-hdn | Lightweight ResNet, mild denoising | 37k |
| arnet-b32-le | Lightweight ResNet, line enhancing | 37k |
| arnet-b48-hdn | Lightweight ResNet, mild denoising | 55k |
| arnet-b48-le | Lightweight ResNet, line enhancing | 55k |
| arnet-b64-hdn | Lightweight ResNet, mild denoising | 74k |
| arnet-b64-le | Lightweight ResNet, line enhancing | 74k |
The ACNet model remains the same as before, but it has been uniformly updated with a new implementation, which is theoretically faster. The ACNet model includes 5 variants, from HDN0 to HDN3, with progressively stronger denoising capabilities. Additionally, a GAN variant has been introduced to enhance details.
The ARNet series includes 7 models of different sizes, ranging from B4 to B64, with increasing depth and parameter counts, resulting in improved quality. Each size offers 2 variants: the LE variant enhances lines but may alter the visual style. If you prefer not to have this effect, you can use the HDN variant. The HDN variant of ARNet is designed to preserve the original image’s look and feel, with only mild denoising (even lighter than ACNet HDN0).