--- license: mit task_categories: - text-to-image tags: - art - not-for-all-audiences size_categories: - n<1K --- # Dataset of specter/スペクター/幽灵鲨 (Arknights) This is the dataset of specter/スペクター/幽灵鲨 (Arknights), containing 500 images and their tags. The core tags of this character are `long_hair, red_eyes, grey_hair, hair_between_eyes, black_headwear, very_long_hair, breasts, white_hair, hat`, which are pruned in this dataset. Images are crawled from many sites (e.g. danbooru, pixiv, zerochan ...), the auto-crawling system is powered by [DeepGHS Team](https://github.com/deepghs)([huggingface organization](https://huggingface.co/deepghs)). ## List of Packages | Name | Images | Size | Download | Type | Description | |:-----------------|---------:|:-----------|:-------------------------------------------------------------------------------------------------------------------|:-----------|:---------------------------------------------------------------------| | raw | 500 | 1.06 GiB | [Download](https://huggingface.co/datasets/CyberHarem/specter_arknights/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). | | 1200 | 500 | 869.94 MiB | [Download](https://huggingface.co/datasets/CyberHarem/specter_arknights/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. | | stage3-p480-1200 | 1282 | 1.62 GiB | [Download](https://huggingface.co/datasets/CyberHarem/specter_arknights/resolve/main/dataset-stage3-p480-1200.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. | ### Load Raw Dataset with Waifuc We provide raw dataset (including tagged images) for [waifuc](https://deepghs.github.io/waifuc/main/tutorials/installation/index.html) loading. If you need this, just run the following code ```python import os import zipfile from huggingface_hub import hf_hub_download from waifuc.source import LocalSource # download raw archive file zip_file = hf_hub_download( repo_id='CyberHarem/specter_arknights', repo_type='dataset', filename='dataset-raw.zip', ) # extract files to your directory dataset_dir = 'dataset_dir' os.makedirs(dataset_dir, exist_ok=True) with zipfile.ZipFile(zip_file, 'r') as zf: zf.extractall(dataset_dir) # load the dataset with waifuc source = LocalSource(dataset_dir) for item in source: print(item.image, item.meta['filename'], item.meta['tags']) ``` ## List of Clusters List of tag clustering result, maybe some outfits can be mined here. ### Raw Text Version | # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | Tags | |----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------| | 0 | 22 | ![](samples/0/clu0-sample0.png) | ![](samples/0/clu0-sample1.png) | ![](samples/0/clu0-sample2.png) | ![](samples/0/clu0-sample3.png) | ![](samples/0/clu0-sample4.png) | 1girl, black_dress, habit, looking_at_viewer, nun, solo, upper_body, necklace, smile, long_sleeves, hand_up, simple_background, capelet, parted_lips, white_background | | 1 | 6 | ![](samples/1/clu1-sample0.png) | ![](samples/1/clu1-sample1.png) | ![](samples/1/clu1-sample2.png) | ![](samples/1/clu1-sample3.png) | ![](samples/1/clu1-sample4.png) | 1girl, black_dress, black_thighhighs, cowboy_shot, habit, long_sleeves, looking_at_viewer, necklace, nun, pelvic_curtain, smile, solo, closed_mouth, garter_straps, nail_polish, black_capelet, hand_up, holding_weapon, simple_background, thighs, black_nails, saw, white_background | | 2 | 7 | ![](samples/2/clu2-sample0.png) | ![](samples/2/clu2-sample1.png) | ![](samples/2/clu2-sample2.png) | ![](samples/2/clu2-sample3.png) | ![](samples/2/clu2-sample4.png) | 1girl, black_dress, black_footwear, black_thighhighs, holding_weapon, knee_boots, long_sleeves, looking_at_viewer, pelvic_curtain, saw, solo, full_body, habit, nun, simple_background, white_background, belt_boots, necklace, off_shoulder, smile, black_nails, garter_straps, grey_capelet, hand_up, nail_polish, standing, black_belt, black_capelet, buckle, closed_mouth, hand_on_own_face, thighs | | 3 | 12 | ![](samples/3/clu3-sample0.png) | ![](samples/3/clu3-sample1.png) | ![](samples/3/clu3-sample2.png) | ![](samples/3/clu3-sample3.png) | ![](samples/3/clu3-sample4.png) | 1girl, black_dress, long_sleeves, looking_at_viewer, solo, bare_shoulders, black_pantyhose, detached_sleeves, smile, cowboy_shot, holding_weapon, closed_mouth, medium_breasts, shoulder_cutout | | 4 | 6 | ![](samples/4/clu4-sample0.png) | ![](samples/4/clu4-sample1.png) | ![](samples/4/clu4-sample2.png) | ![](samples/4/clu4-sample3.png) | ![](samples/4/clu4-sample4.png) | 1girl, bare_shoulders, black_dress, cleavage_cutout, large_breasts, long_sleeves, looking_at_viewer, parted_lips, solo, black_pantyhose, detached_sleeves, smile, hand_up, nail_polish, pelvic_curtain, blue_nails, cowboy_shot | | 5 | 6 | ![](samples/5/clu5-sample0.png) | ![](samples/5/clu5-sample1.png) | ![](samples/5/clu5-sample2.png) | ![](samples/5/clu5-sample3.png) | ![](samples/5/clu5-sample4.png) | 1girl, air_bubble, bare_shoulders, black_dress, detached_sleeves, medium_breasts, solo, black_pantyhose, clothing_cutout, long_sleeves, smile, underwater, blue_nails, looking_at_viewer, nail_polish, parted_lips | | 6 | 18 | ![](samples/6/clu6-sample0.png) | ![](samples/6/clu6-sample1.png) | ![](samples/6/clu6-sample2.png) | ![](samples/6/clu6-sample3.png) | ![](samples/6/clu6-sample4.png) | 1girl, official_alternate_costume, solo, white_scarf, cross_necklace, long_sleeves, looking_at_viewer, smile, black_dress, upper_body, closed_mouth, braid, white_background, simple_background | | 7 | 12 | ![](samples/7/clu7-sample0.png) | ![](samples/7/clu7-sample1.png) | ![](samples/7/clu7-sample2.png) | ![](samples/7/clu7-sample3.png) | ![](samples/7/clu7-sample4.png) | 1girl, large_breasts, looking_at_viewer, navel, simple_background, solo, blush, smile, white_background, nipples, black_thighhighs, cowboy_shot, nail_polish, stomach, collarbone, panties, bare_shoulders, habit, nude, nun, pussy | ### Table Version | # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | black_dress | habit | looking_at_viewer | nun | solo | upper_body | necklace | smile | long_sleeves | hand_up | simple_background | capelet | parted_lips | white_background | black_thighhighs | cowboy_shot | pelvic_curtain | closed_mouth | garter_straps | nail_polish | black_capelet | holding_weapon | thighs | black_nails | saw | black_footwear | knee_boots | full_body | belt_boots | off_shoulder | grey_capelet | standing | black_belt | buckle | hand_on_own_face | bare_shoulders | black_pantyhose | detached_sleeves | medium_breasts | shoulder_cutout | cleavage_cutout | large_breasts | blue_nails | air_bubble | clothing_cutout | underwater | official_alternate_costume | white_scarf | cross_necklace | braid | navel | blush | nipples | stomach | collarbone | panties | nude | pussy | |----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------------|:--------|:--------------------|:------|:-------|:-------------|:-----------|:--------|:---------------|:----------|:--------------------|:----------|:--------------|:-------------------|:-------------------|:--------------|:-----------------|:---------------|:----------------|:--------------|:----------------|:-----------------|:---------|:--------------|:------|:-----------------|:-------------|:------------|:-------------|:---------------|:---------------|:-----------|:-------------|:---------|:-------------------|:-----------------|:------------------|:-------------------|:-----------------|:------------------|:------------------|:----------------|:-------------|:-------------|:------------------|:-------------|:-----------------------------|:--------------|:-----------------|:--------|:--------|:--------|:----------|:----------|:-------------|:----------|:-------|:--------| | 0 | 22 | ![](samples/0/clu0-sample0.png) | ![](samples/0/clu0-sample1.png) | ![](samples/0/clu0-sample2.png) | ![](samples/0/clu0-sample3.png) | ![](samples/0/clu0-sample4.png) | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | 1 | 6 | ![](samples/1/clu1-sample0.png) | ![](samples/1/clu1-sample1.png) | ![](samples/1/clu1-sample2.png) | ![](samples/1/clu1-sample3.png) | ![](samples/1/clu1-sample4.png) | X | X | X | X | X | X | | X | X | X | X | X | | | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | 2 | 7 | ![](samples/2/clu2-sample0.png) | ![](samples/2/clu2-sample1.png) | ![](samples/2/clu2-sample2.png) | ![](samples/2/clu2-sample3.png) | ![](samples/2/clu2-sample4.png) | X | X | X | X | X | X | | X | X | X | X | X | | | X | X | | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | 3 | 12 | ![](samples/3/clu3-sample0.png) | ![](samples/3/clu3-sample1.png) | ![](samples/3/clu3-sample2.png) | ![](samples/3/clu3-sample3.png) | ![](samples/3/clu3-sample4.png) | X | X | | X | | X | | | X | X | | | | | | | X | | X | | | | X | | | | | | | | | | | | | | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | 4 | 6 | ![](samples/4/clu4-sample0.png) | ![](samples/4/clu4-sample1.png) | ![](samples/4/clu4-sample2.png) | ![](samples/4/clu4-sample3.png) | ![](samples/4/clu4-sample4.png) | X | X | | X | | X | | | X | X | X | | | X | | | X | X | | | X | | | | | | | | | | | | | | | | X | X | X | | | X | X | X | | | | | | | | | | | | | | | | | 5 | 6 | ![](samples/5/clu5-sample0.png) | ![](samples/5/clu5-sample1.png) | ![](samples/5/clu5-sample2.png) | ![](samples/5/clu5-sample3.png) | ![](samples/5/clu5-sample4.png) | X | X | | X | | X | | | X | X | | | | X | | | | | | | X | | | | | | | | | | | | | | | | X | X | X | X | | | | X | X | X | X | | | | | | | | | | | | | | 6 | 18 | ![](samples/6/clu6-sample0.png) | ![](samples/6/clu6-sample1.png) | ![](samples/6/clu6-sample2.png) | ![](samples/6/clu6-sample3.png) | ![](samples/6/clu6-sample4.png) | X | X | | X | | X | X | | X | X | | X | | | X | | | | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | X | X | X | X | | | | | | | | | | 7 | 12 | ![](samples/7/clu7-sample0.png) | ![](samples/7/clu7-sample1.png) | ![](samples/7/clu7-sample2.png) | ![](samples/7/clu7-sample3.png) | ![](samples/7/clu7-sample4.png) | X | | X | X | X | X | | | X | | | X | | | X | X | X | | | | X | | | | | | | | | | | | | | | | X | | | | | | X | | | | | | | | | X | X | X | X | X | X | X | X |