--- license: mit task_categories: - text-to-image tags: - art - not-for-all-audiences size_categories: - n<1K --- # Dataset of pramanix/プラマニクス/初雪 (Arknights) This is the dataset of pramanix/プラマニクス/初雪 (Arknights), containing 500 images and their tags. The core tags of this character are `animal_ears, leopard_ears, long_hair, animal_ear_fluff, braid, grey_eyes, twin_braids, grey_hair, leopard_tail, tail, white_hair, very_long_hair, side_braids, hair_between_eyes, leopard_girl`, 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 | 923.64 MiB | [Download](https://huggingface.co/datasets/CyberHarem/pramanix_arknights/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). | | 800 | 500 | 447.93 MiB | [Download](https://huggingface.co/datasets/CyberHarem/pramanix_arknights/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. | | stage3-p480-800 | 1245 | 989.23 MiB | [Download](https://huggingface.co/datasets/CyberHarem/pramanix_arknights/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. | | 1200 | 500 | 778.28 MiB | [Download](https://huggingface.co/datasets/CyberHarem/pramanix_arknights/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. | | stage3-p480-1200 | 1245 | 1.49 GiB | [Download](https://huggingface.co/datasets/CyberHarem/pramanix_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/pramanix_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 | 10 | ![](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, bead_necklace, black_cape, cowboy_shot, holding_bell, looking_at_viewer, solo, turtleneck_dress, grey_thighhighs, white_dress, breasts, long_sleeves, blush, head_chain, simple_background, black_belt, pelvic_curtain, pouch, white_background | | 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, bead_necklace, black_cape, circlet, cowboy_shot, grey_thighhighs, looking_at_viewer, parted_lips, solo, turtleneck_dress, white_dress, belt_pouch, black_belt, head_chain, holding_bell, pelvic_curtain, capelet, medium_breasts, blush, large_breasts, standing | | 2 | 5 | ![](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, bead_necklace, black_belt, black_cape, black_footwear, head_chain, looking_at_viewer, simple_background, solo, standing, turtleneck_dress, white_dress, full_body, fur-trimmed_boots, grey_thighhighs, pelvic_curtain, blush, holding_bell, knee_boots, long_sleeves, white_background, grey_background, medium_breasts, parted_lips | | 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, bead_necklace, holding_bell, looking_at_viewer, solo, upper_body, parted_lips, turtleneck_dress, white_dress, cape, head_chain, snowing | | 4 | 15 | ![](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, bead_necklace, looking_at_viewer, solo, turtleneck, upper_body, simple_background, white_background, blush | | 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, black_gloves, blue_headwear, hat, long_sleeves, looking_at_viewer, official_alternate_costume, solo, bell, black_capelet, dress, necklace, cowboy_shot, fur-trimmed_capelet, smile, snow | | 6 | 5 | ![](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, black_capelet, black_gloves, blue_headwear, hat, long_sleeves, looking_at_viewer, official_alternate_costume, solo, bell, black_skirt, fur-trimmed_capelet, handbag, jewelry, blue_jacket, closed_mouth, cowboy_shot, dress, bare_tree, smile | ### Table Version | # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | bead_necklace | black_cape | cowboy_shot | holding_bell | looking_at_viewer | solo | turtleneck_dress | grey_thighhighs | white_dress | breasts | long_sleeves | blush | head_chain | simple_background | black_belt | pelvic_curtain | pouch | white_background | circlet | parted_lips | belt_pouch | capelet | medium_breasts | large_breasts | standing | black_footwear | full_body | fur-trimmed_boots | knee_boots | grey_background | upper_body | cape | snowing | turtleneck | black_gloves | blue_headwear | hat | official_alternate_costume | bell | black_capelet | dress | necklace | fur-trimmed_capelet | smile | snow | black_skirt | handbag | jewelry | blue_jacket | closed_mouth | bare_tree | |----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:----------------|:-------------|:--------------|:---------------|:--------------------|:-------|:-------------------|:------------------|:--------------|:----------|:---------------|:--------|:-------------|:--------------------|:-------------|:-----------------|:--------|:-------------------|:----------|:--------------|:-------------|:----------|:-----------------|:----------------|:-----------|:-----------------|:------------|:--------------------|:-------------|:------------------|:-------------|:-------|:----------|:-------------|:---------------|:----------------|:------|:-----------------------------|:-------|:----------------|:--------|:-----------|:----------------------|:--------|:-------|:--------------|:----------|:----------|:--------------|:---------------|:------------| | 0 | 10 | ![](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 | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | 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 | | | | | | | | | | | | | | | | | | | | | | | | | | | | 2 | 5 | ![](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 | | | | | | | | | | | | | | | | | | | | | | | 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 | | | | | | | | | | | | | | | | | | | | 4 | 15 | ![](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 | | | | | | | | | | | | | | | | | | | 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 | 5 | ![](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 | | X | X | X | X | X | X |