metadata

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
- 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.