--- license: mit task_categories: - text-to-image tags: - art - not-for-all-audiences size_categories: - n<1K --- # Dataset of yelena/イェレナ/叶莲娜 (Neural Cloud) This is the dataset of yelena/イェレナ/叶莲娜 (Neural Cloud), containing 23 images and their tags. The core tags of this character are `breasts, short_hair, red_eyes, white_hair, large_breasts, bangs, earrings, hair_between_eyes`, 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 | 23 | 25.87 MiB | [Download](https://huggingface.co/datasets/CyberHarem/yelena_neuralcloud/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). | | 800 | 23 | 15.37 MiB | [Download](https://huggingface.co/datasets/CyberHarem/yelena_neuralcloud/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. | | stage3-p480-800 | 50 | 29.04 MiB | [Download](https://huggingface.co/datasets/CyberHarem/yelena_neuralcloud/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. | | 1200 | 23 | 22.79 MiB | [Download](https://huggingface.co/datasets/CyberHarem/yelena_neuralcloud/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. | | stage3-p480-1200 | 50 | 38.52 MiB | [Download](https://huggingface.co/datasets/CyberHarem/yelena_neuralcloud/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/yelena_neuralcloud', 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 | 9 |  |  |  |  |  | 1girl, looking_at_viewer, ribbed_sweater, solo, bare_shoulders, smile, turtleneck, off_shoulder, simple_background, sleeveless, boots, gun, star_(symbol), sweater_dress, white_background, black_thighhighs, fur-trimmed_jacket, garter_straps, holding, necklace, white_thighhighs | | 1 | 11 |  |  |  |  |  | 1girl, bare_shoulders, looking_at_viewer, solo, jewelry, smile, white_dress, white_thighhighs, choker, closed_mouth, collarbone, medium_breasts, official_alternate_costume, full_body, garter_straps, high_heels, white_background, blush, cleavage_cutout, elbow_gloves, holding_gun, shotgun, simple_background, wedding_dress, white_gloves, blue_dress, flower, layered_dress, long_sleeves, o-ring, off-shoulder_dress, strapless_dress | ### Table Version | # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | looking_at_viewer | ribbed_sweater | solo | bare_shoulders | smile | turtleneck | off_shoulder | simple_background | sleeveless | boots | gun | star_(symbol) | sweater_dress | white_background | black_thighhighs | fur-trimmed_jacket | garter_straps | holding | necklace | white_thighhighs | jewelry | white_dress | choker | closed_mouth | collarbone | medium_breasts | official_alternate_costume | full_body | high_heels | blush | cleavage_cutout | elbow_gloves | holding_gun | shotgun | wedding_dress | white_gloves | blue_dress | flower | layered_dress | long_sleeves | o-ring | off-shoulder_dress | strapless_dress | |----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------------------|:-----------------|:-------|:-----------------|:--------|:-------------|:---------------|:--------------------|:-------------|:--------|:------|:----------------|:----------------|:-------------------|:-------------------|:---------------------|:----------------|:----------|:-----------|:-------------------|:----------|:--------------|:---------|:---------------|:-------------|:-----------------|:-----------------------------|:------------|:-------------|:--------|:------------------|:---------------|:--------------|:----------|:----------------|:---------------|:-------------|:---------|:----------------|:---------------|:---------|:---------------------|:------------------| | 0 | 9 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | 1 | 11 |  |  |  |  |  | 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 |
