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Dataset Description

FBAnimeHQ is a dataset with high-quality full-body anime girl images in a resolution of 1024 × 512.

Dataset Summary

The dataset contains 112,806 images.

All images are on white background

Collection Method


Collect from danbooru website.

Use yolov5 to detect and clip image.

Use anime-segmentation to remove background.

Use deepdanbooru to filter image.

Finally clean the dataset manually.


Base on v1.0, use Novelai image-to-image to enhance and expand the dataset.


Thanks to @SkyTNT for adding this dataset.

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Models trained or fine-tuned on skytnt/fbanimehq