--- license: mit task_categories: - text-to-image tags: - art - not-for-all-audiences size_categories: - n<1K --- # Dataset of nearl/ニアール/临光 (Arknights) This is the dataset of nearl/ニアール/临光 (Arknights), containing 353 images and their tags. The core tags of this character are `animal_ears, blonde_hair, long_hair, horse_ears, animal_ear_fluff, horse_girl, yellow_eyes, tail, ponytail, horse_tail, hair_between_eyes, breasts, large_breasts`, 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 | 353 | 649.88 MiB | [Download](https://huggingface.co/datasets/CyberHarem/nearl_arknights/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). | | 1200 | 353 | 537.44 MiB | [Download](https://huggingface.co/datasets/CyberHarem/nearl_arknights/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. | | stage3-p480-1200 | 917 | 1.03 GiB | [Download](https://huggingface.co/datasets/CyberHarem/nearl_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/nearl_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 | 5 | ![](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, bare_shoulders, cowboy_shot, crop_top, looking_at_viewer, midriff, navel, solo, stomach, black_pants, black_sports_bra, leggings, simple_background, standing, sweat, alternate_costume, blush, thighs, white_background, armpits, arms_behind_head, arms_up, bare_arms, cropped_legs, parted_lips, smile, stretching, wristband | | 1 | 5 | ![](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, bare_arms, bare_shoulders, cleavage, looking_at_viewer, midriff, navel, solo, stomach, black_shorts, short_shorts, simple_background, smile, standing, thighs, alternate_costume, black_sports_bra, cowboy_shot, crop_top, hand_up, medium_breasts, abs, bike_shorts, dolphin_shorts, parted_lips, very_long_hair, 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, blush, looking_at_viewer, nipples, solo, collarbone, completely_nude, navel, pussy, cowboy_shot, standing, stomach, sidelocks, smile | | 3 | 5 | ![](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, blush, horse_penis, huge_penis, looking_at_viewer, solo, anus, ass, simple_background, from_behind, full-package_futanari, huge_breasts, huge_testicles, looking_back, nipples, pussy, uncensored, centaur, completely_nude, cum, erection, grey_background, monster_girl, multiple_legs, parted_lips, torn_clothes | | 4 | 5 | ![](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, looking_at_viewer, official_alternate_costume, outdoors, solo, swimsuit_cover-up, white_one-piece_swimsuit, cloud, covered_navel, cowboy_shot, off_shoulder, parted_lips, smile, blue_sky, competition_swimsuit, day, groin, medium_breasts, open_jacket, see-through, standing, thigh_strap, ass_visible_through_thighs, bird, blue_jacket, collarbone, eyewear_on_head, long_sleeves, sunglasses | | 5 | 7 | ![](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, bare_shoulders, cowboy_shot, solo, thighs, white_one-piece_swimsuit, collarbone, competition_swimsuit, covered_navel, eyewear_on_head, looking_at_viewer, official_alternate_costume, standing, sunglasses, outdoors, water, arm_up, bare_arms, day, smile, blue_sky, blush, cloud, hand_up, swimsuit_cover-up, thigh_strap, wading, wet | | 6 | 9 | ![](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, closed_mouth, headset, implied_extra_ears, looking_at_viewer, simple_background, solo, white_background, portrait, upper_body, smile, black_scarf, shoulder_armor | | 7 | 15 | ![](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, breastplate, headset, solo, upper_body, pauldrons, scarf, sidelocks, simple_background, closed_mouth, white_background, looking_at_viewer, parted_lips | | 8 | 6 | ![](samples/8/clu8-sample0.png) | ![](samples/8/clu8-sample1.png) | ![](samples/8/clu8-sample2.png) | ![](samples/8/clu8-sample3.png) | ![](samples/8/clu8-sample4.png) | 1girl, headset, solo, weapon, breastplate, holding, looking_at_viewer, orange_eyes, pauldrons, scarf, shield, sidelocks, upper_body, v-shaped_eyebrows, open_mouth | | 9 | 19 | ![](samples/9/clu9-sample0.png) | ![](samples/9/clu9-sample1.png) | ![](samples/9/clu9-sample2.png) | ![](samples/9/clu9-sample3.png) | ![](samples/9/clu9-sample4.png) | 1girl, solo, breastplate, headset, black_gloves, looking_at_viewer, pauldrons, sidelocks, holding_weapon, holding_shield, black_scarf, cowboy_shot, black_dress, closed_mouth, headphones | | 10 | 14 | ![](samples/10/clu10-sample0.png) | ![](samples/10/clu10-sample1.png) | ![](samples/10/clu10-sample2.png) | ![](samples/10/clu10-sample3.png) | ![](samples/10/clu10-sample4.png) | 1girl, breastplate, full_body, pauldrons, solo, black_gloves, headset, looking_at_viewer, standing, black_dress, black_footwear, sidelocks, black_skirt, high_heel_boots, black_scarf, simple_background, holding_weapon, torn_clothes, holding_shield, torn_scarf, closed_mouth, white_background, axe, floating_hair | | 11 | 5 | ![](samples/11/clu11-sample0.png) | ![](samples/11/clu11-sample1.png) | ![](samples/11/clu11-sample2.png) | ![](samples/11/clu11-sample3.png) | ![](samples/11/clu11-sample4.png) | 1girl, headset, looking_at_viewer, shoulder_armor, solo, black_gloves, holding_weapon, implied_extra_ears, upper_body, belt | | 12 | 7 | ![](samples/12/clu12-sample0.png) | ![](samples/12/clu12-sample1.png) | ![](samples/12/clu12-sample2.png) | ![](samples/12/clu12-sample3.png) | ![](samples/12/clu12-sample4.png) | 1girl, headset, implied_extra_ears, looking_at_viewer, solo, white_dress, black_gloves, official_alternate_costume, cowboy_shot, holding_weapon, simple_background, belt, shoulder_armor, black_background, medium_breasts, orange_eyes, polearm | | 13 | 6 | ![](samples/13/clu13-sample0.png) | ![](samples/13/clu13-sample1.png) | ![](samples/13/clu13-sample2.png) | ![](samples/13/clu13-sample3.png) | ![](samples/13/clu13-sample4.png) | 1girl, headset, holding_polearm, implied_extra_ears, solo, armored_boots, looking_at_viewer, shoulder_armor, standing, white_dress, black_gloves, full_body, spear, outdoors, white_coat | ### Table Version | # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | bare_shoulders | cowboy_shot | crop_top | looking_at_viewer | midriff | navel | solo | stomach | black_pants | black_sports_bra | leggings | simple_background | standing | sweat | alternate_costume | blush | thighs | white_background | armpits | arms_behind_head | arms_up | bare_arms | cropped_legs | parted_lips | smile | stretching | wristband | cleavage | black_shorts | short_shorts | hand_up | medium_breasts | abs | bike_shorts | dolphin_shorts | very_long_hair | nipples | collarbone | completely_nude | pussy | sidelocks | horse_penis | huge_penis | anus | ass | from_behind | full-package_futanari | huge_breasts | huge_testicles | looking_back | uncensored | centaur | cum | erection | grey_background | monster_girl | multiple_legs | torn_clothes | official_alternate_costume | outdoors | swimsuit_cover-up | white_one-piece_swimsuit | cloud | covered_navel | off_shoulder | blue_sky | competition_swimsuit | day | groin | open_jacket | see-through | thigh_strap | ass_visible_through_thighs | bird | blue_jacket | eyewear_on_head | long_sleeves | sunglasses | water | arm_up | wading | wet | closed_mouth | headset | implied_extra_ears | portrait | upper_body | black_scarf | shoulder_armor | breastplate | pauldrons | scarf | weapon | holding | orange_eyes | shield | v-shaped_eyebrows | open_mouth | black_gloves | holding_weapon | holding_shield | black_dress | headphones | full_body | black_footwear | black_skirt | high_heel_boots | torn_scarf | axe | floating_hair | belt | white_dress | black_background | polearm | holding_polearm | armored_boots | spear | white_coat | |----:|----------:|:----------------------------------|:----------------------------------|:----------------------------------|:----------------------------------|:----------------------------------|:--------|:-----------------|:--------------|:-----------|:--------------------|:----------|:--------|:-------|:----------|:--------------|:-------------------|:-----------|:--------------------|:-----------|:--------|:--------------------|:--------|:---------|:-------------------|:----------|:-------------------|:----------|:------------|:---------------|:--------------|:--------|:-------------|:------------|:-----------|:---------------|:---------------|:----------|:-----------------|:------|:--------------|:-----------------|:-----------------|:----------|:-------------|:------------------|:--------|:------------|:--------------|:-------------|:-------|:------|:--------------|:------------------------|:---------------|:-----------------|:---------------|:-------------|:----------|:------|:-----------|:------------------|:---------------|:----------------|:---------------|:-----------------------------|:-----------|:--------------------|:---------------------------|:--------|:----------------|:---------------|:-----------|:-----------------------|:------|:--------|:--------------|:--------------|:--------------|:-----------------------------|:-------|:--------------|:------------------|:---------------|:-------------|:--------|:---------|:---------|:------|:---------------|:----------|:---------------------|:-----------|:-------------|:--------------|:-----------------|:--------------|:------------|:--------|:---------|:----------|:--------------|:---------|:--------------------|:-------------|:---------------|:-----------------|:-----------------|:--------------|:-------------|:------------|:-----------------|:--------------|:------------------|:-------------|:------|:----------------|:-------|:--------------|:-------------------|:----------|:------------------|:----------------|:--------|:-------------| | 0 | 5 | ![](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 | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | 1 | 5 | ![](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 | 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 | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | 3 | 5 | ![](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 | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | 4 | 5 | ![](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 | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | 5 | 7 | ![](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 | X | X | | X | X | X | | | | X | | | | X | | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | 6 | 9 | ![](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 | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | 7 | 15 | ![](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 | | | | | | | | | | | | | | | | | | | | | | | | | | | | 8 | 6 | ![](samples/8/clu8-sample0.png) | ![](samples/8/clu8-sample1.png) | ![](samples/8/clu8-sample2.png) | ![](samples/8/clu8-sample3.png) | ![](samples/8/clu8-sample4.png) | X | | | | X | | | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | X | | | X | | | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | 9 | 19 | ![](samples/9/clu9-sample0.png) | ![](samples/9/clu9-sample1.png) | ![](samples/9/clu9-sample2.png) | ![](samples/9/clu9-sample3.png) | ![](samples/9/clu9-sample4.png) | X | | X | | X | | | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | X | X | | | | X | | X | X | | | | | | | | X | X | X | X | X | | | | | | | | | | | | | | | | | 10 | 14 | ![](samples/10/clu10-sample0.png) | ![](samples/10/clu10-sample1.png) | ![](samples/10/clu10-sample2.png) | ![](samples/10/clu10-sample3.png) | ![](samples/10/clu10-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 | | | | | | | | | | 11 | 5 | ![](samples/11/clu11-sample0.png) | ![](samples/11/clu11-sample1.png) | ![](samples/11/clu11-sample2.png) | ![](samples/11/clu11-sample3.png) | ![](samples/11/clu11-sample4.png) | X | | | | X | | | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | X | X | | X | | X | | | | | | | | | | X | X | | | | | | | | | | | X | | | | | | | | | 12 | 7 | ![](samples/12/clu12-sample0.png) | ![](samples/12/clu12-sample1.png) | ![](samples/12/clu12-sample2.png) | ![](samples/12/clu12-sample3.png) | ![](samples/12/clu12-sample4.png) | X | | X | | X | | | X | | | | | X | | | | | | | | | | | | | | | | | | | | X | | | | | | | | | | | | | | | | | | | | | | | | | | | X | | | | | | | | | | | | | | | | | | | | | | | | | X | X | | | | X | | | | | | X | | | | X | X | | | | | | | | | | | X | X | X | X | | | | | | 13 | 6 | ![](samples/13/clu13-sample0.png) | ![](samples/13/clu13-sample1.png) | ![](samples/13/clu13-sample2.png) | ![](samples/13/clu13-sample3.png) | ![](samples/13/clu13-sample4.png) | X | | | | X | | | X | | | | | | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | X | | | | | | | | | | | | | | | | | | | | | | | | X | X | | | | X | | | | | | | | | | X | | | | | X | | | | | | | | X | | | X | X | X | X |