---
tags:
- image-classification
- timm
- transformers
- animetimm
- dghs-imgutils
library_name: timm
license: gpl-3.0
datasets:
- deepghs/danbooru-wdtagger-v4a-w640-ws-fullxx-cls
base_model:
- animetimm/swinv2_base_window8_256.dbv4a-fullxx
---

# Anime Classifier swinv2_base_window8_256.dbv4a-fullxx-cls

## Model Details

- **Model Type:** Single-Label Image classification / feature backbone
- **Model Stats:**
  - Params: 96.6M
  - FLOPs / MACs: 121.6G / 60.7G
  - Image size: train = 448 x 448, test = 448 x 448
- **Dataset:** [deepghs/danbooru-wdtagger-v4a-w640-ws-fullxx-cls](https://huggingface.co/datasets/deepghs/danbooru-wdtagger-v4a-w640-ws-fullxx-cls)
  - Labels Count: 9453

## Results

|     #      |  Top-1  |  Top-5  |    Macro (F1/P/R)     |    Micro (F1/P/R)     |
|:----------:|:-------:|:-------:|:---------------------:|:---------------------:|
| Validation | 90.49%  | 95.44%  | 0.881 / 0.901 / 0.885 | 0.905 / 0.905 / 0.905 |
|    Test    | 90.36%  | 95.34%  | 0.880 / 0.901 / 0.884 | 0.904 / 0.904 / 0.904 |

You can find label list in [selected_tags.csv](https://huggingface.co/animetimm/swinv2_base_window8_256.dbv4a-fullxx-cls/resolve/main/selected_tags.csv).