ONNX Model Zoo

Kim2091/AnimeSharpV2

By Kim2091 · ↓ 0 · ♥ 10 · Updated 2024-12-08

What's in this repo

This page lists the files in Kim2091/AnimeSharpV2, including 2x-AnimeSharpV2_ESRGAN_Soft_fp16.onnx, 2x-AnimeSharpV2_ESRGAN_Soft_fp32.onnx, 2x-AnimeSharpV2_MoSR_Sharp_fp16.onnx and more.

  • 10 ONNX models (.onnx files)
  • 17 files, including 10 .onnx, 5 .pth, 1 .md
  • Last updated 2024-12-08

ONNX files

File Size Download
2x-AnimeSharpV2_ESRGAN_Soft_fp16.onnx — Download
2x-AnimeSharpV2_ESRGAN_Soft_fp32.onnx — Download
2x-AnimeSharpV2_MoSR_Sharp_fp16.onnx — Download
2x-AnimeSharpV2_MoSR_Sharp_fp32.onnx — Download
2x-AnimeSharpV2_MoSR_Soft_fp16.onnx — Download
2x-AnimeSharpV2_MoSR_Soft_fp32.onnx — Download
2x-AnimeSharpV2_RPLKSR_Sharp_fp16.onnx — Download
2x-AnimeSharpV2_RPLKSR_Sharp_fp32.onnx — Download
2x-AnimeSharpV2_RPLKSR_Soft_fp16.onnx — Download
2x-AnimeSharpV2_RPLKSR_Soft_fp32.onnx — Download

How to use

These ONNX files can be loaded with ONNX Runtime. To inspect a model graph, upload the file to the Netron viewer. Download links point to the original files on Hugging Face.

README

2x-AnimeSharpV2 Set

Scale: 2

Architecture: RealPLKSR, MoSR GPS, ESRGAN

Author: Kim2091

License: CC BY-NC-SA 4.0

Purpose: Anime

Subject:

Input Type: Images

Date: 10-3-24

Size:

I/O Channels: 3(RGB)->3(RGB)

Dataset: HFA2k modified

Dataset Size: 2-3k

OTF (on the fly augmentations): No

Pretrained Model: 4x_realplksr_mssim_pretrain & 4x-MoSR_GPS_Pretrain

Iterations: 100k & 75k

Batch Size: 6-10

GT Size: 64-256

Description: This is my first anime model in years. Hopefully you guys can find a good use-case for it. Included are 5 models:

  1. ESRGAN (Highest Quality, slowest)
  2. RealPLKSR (Higher quality, slower)
  3. MoSR (Lower quality, faster)

There are Sharp and Soft versions RPLSKR and MoSR, but only Soft for ESRGAN

When to use each:

  • Sharp: For heavily degraded sources. Sharp models have issues depth of field but are best at removing artifacts
  • Soft: For cleaner sources. Soft models preserve depth of field but may not remove other artifacts as well

Notes:

  • MoSR doesn't work in chaiNNer currently
  • To use MoSR:
    1. Use the ONNX version in tools like VideoJaNai
    2. Update spandrel in the latest version of ComfyUI

The ONNX version may produce slightly different results than the .pth version. If you have issues, try the .pth model.

Comparisons: https://slow.pics/c/4UI20Qlu

https://github.com/user-attachments/assets/001c0eb2-7558-4294-b722-a7371f87a912

Model info

onnx pytorch super-resolution image-to-image license:cc-by-nc-sa-4.0 region:us
↓ 0 ♥ 10

Created: 2024-10-04

Updated: 2024-12-08

View on Hugging Face

Files (17)

.gitattributes
2x-AnimeSharpV2_ESRGAN_Soft.pth
2x-AnimeSharpV2_ESRGAN_Soft_fp16.onnx ONNX
2x-AnimeSharpV2_ESRGAN_Soft_fp32.onnx ONNX
2x-AnimeSharpV2_MoSR_Sharp.pth
2x-AnimeSharpV2_MoSR_Sharp_fp16.onnx ONNX
2x-AnimeSharpV2_MoSR_Sharp_fp32.onnx ONNX
2x-AnimeSharpV2_MoSR_Soft.pth
2x-AnimeSharpV2_MoSR_Soft_fp16.onnx ONNX
2x-AnimeSharpV2_MoSR_Soft_fp32.onnx ONNX
2x-AnimeSharpV2_RPLKSR_Sharp.pth
2x-AnimeSharpV2_RPLKSR_Sharp_fp16.onnx ONNX
2x-AnimeSharpV2_RPLKSR_Sharp_fp32.onnx ONNX
2x-AnimeSharpV2_RPLKSR_Soft.pth
2x-AnimeSharpV2_RPLKSR_Soft_fp16.onnx ONNX
2x-AnimeSharpV2_RPLKSR_Soft_fp32.onnx ONNX
README.md

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