---
license: mit
datasets:
- deepghs/chafen_arknights
- deepghs/monochrome_danbooru
metrics:
- accuracy
---

# imgutils-models

This repository includes all the models in [deepghs/imgutils](https://github.com/deepghs/imgutils).

## LPIPS

This model is used for clustering anime images (named `差分` in Chinese), based on [richzhang/PerceptualSimilarity](https://github.com/richzhang/PerceptualSimilarity), trained with dataset [deepghs/chafen_arknights(private)](https://huggingface.co/datasets/deepghs/chafen_arknights).

When threshold is `0.45`, the [adjusted rand score](https://scikit-learn.org/stable/modules/generated/sklearn.metrics.adjusted_rand_score.html) can reach `0.995`.

File lists:
* `lpips_diff.onnx`, feature difference.
* `lpips_feature.onnx`, feature extracting.

## Monochrome

These model is used for monochrome image classification, based on CNNs and Transformers, trained with dataset [deepghs/monochrome_danbooru(private)](https://huggingface.co/datasets/deepghs/monochrome_danbooru).