--- license: mit task_categories: - text-to-image tags: - art - not-for-all-audiences size_categories: - n<1K --- # Dataset of Apple/APPLe (Reverse:1999) This is the dataset of Apple/APPLe (Reverse:1999), containing 80 images and their tags. The core tags of this character are `hat, brown_hair, sunglasses, medium_hair, cabbie_hat, bow, short_hair, brown_eyes, black_bow`, 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 | Images-head | Images-others | |:-----------------|---------:|:-----------|:-------------------------------------------------------------------------------------------------------------------|:-----------|:---------------------------------------------------------------------|:--------------|:----------------| | raw | 80 | 129.91 MiB | [Download](https://huggingface.co/datasets/CyberHarem/apple_reverse1999/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). | -- | -- | | stage3-p480-1200 | 175 | 206.60 MiB | [Download](https://huggingface.co/datasets/CyberHarem/apple_reverse1999/resolve/main/dataset-stage3-p480-1200.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. | 51 | 124 | ### 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/apple_reverse1999', 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 | 6 | ![](https://huggingface.co/datasets/CyberHarem/apple_reverse1999/resolve/main/samples/0/clu0-sample0.png) | ![](https://huggingface.co/datasets/CyberHarem/apple_reverse1999/resolve/main/samples/0/clu0-sample1.png) | ![](https://huggingface.co/datasets/CyberHarem/apple_reverse1999/resolve/main/samples/0/clu0-sample2.png) | ![](https://huggingface.co/datasets/CyberHarem/apple_reverse1999/resolve/main/samples/0/clu0-sample3.png) | ![](https://huggingface.co/datasets/CyberHarem/apple_reverse1999/resolve/main/samples/0/clu0-sample4.png) | 1girl, blue_dress, blue_neckerchief, red_jacket, apple, white_background, :d, arm_up, black_bowtie, black_footwear, chibi, full_body, hand_up, open_jacket, open_mouth, puffy_long_sleeves, red_socks, simple_background, solo, traditional_bowtie, v-shaped_eyebrows, backpack, black_bag, blue_bow, scarf | | 1 | 10 | ![](https://huggingface.co/datasets/CyberHarem/apple_reverse1999/resolve/main/samples/1/clu1-sample0.png) | ![](https://huggingface.co/datasets/CyberHarem/apple_reverse1999/resolve/main/samples/1/clu1-sample1.png) | ![](https://huggingface.co/datasets/CyberHarem/apple_reverse1999/resolve/main/samples/1/clu1-sample2.png) | ![](https://huggingface.co/datasets/CyberHarem/apple_reverse1999/resolve/main/samples/1/clu1-sample3.png) | ![](https://huggingface.co/datasets/CyberHarem/apple_reverse1999/resolve/main/samples/1/clu1-sample4.png) | 1girl, long_sleeves, outdoors, blue_dress, solo, red_jacket, red_socks, apple, blue_neckerchief, boots, holding, black_bowtie, black_footwear, black_headwear, brown_footwear, full_body, sitting, backpack, cloud, hand_up, open_mouth, short_dress, sky, smile | | 2 | 11 | ![](https://huggingface.co/datasets/CyberHarem/apple_reverse1999/resolve/main/samples/2/clu2-sample0.png) | ![](https://huggingface.co/datasets/CyberHarem/apple_reverse1999/resolve/main/samples/2/clu2-sample1.png) | ![](https://huggingface.co/datasets/CyberHarem/apple_reverse1999/resolve/main/samples/2/clu2-sample2.png) | ![](https://huggingface.co/datasets/CyberHarem/apple_reverse1999/resolve/main/samples/2/clu2-sample3.png) | ![](https://huggingface.co/datasets/CyberHarem/apple_reverse1999/resolve/main/samples/2/clu2-sample4.png) | 1girl, red_jacket, blue_neckerchief, blue_dress, holding, indoors, open_mouth, smile, food, solo_focus, teeth, bag, looking_at_viewer, shirt, sitting, socks, table, white_headwear, chair, cup, open_jacket, puffy_long_sleeves, window | | 3 | 6 | ![](https://huggingface.co/datasets/CyberHarem/apple_reverse1999/resolve/main/samples/3/clu3-sample0.png) | ![](https://huggingface.co/datasets/CyberHarem/apple_reverse1999/resolve/main/samples/3/clu3-sample1.png) | ![](https://huggingface.co/datasets/CyberHarem/apple_reverse1999/resolve/main/samples/3/clu3-sample2.png) | ![](https://huggingface.co/datasets/CyberHarem/apple_reverse1999/resolve/main/samples/3/clu3-sample3.png) | ![](https://huggingface.co/datasets/CyberHarem/apple_reverse1999/resolve/main/samples/3/clu3-sample4.png) | red_jacket, 1girl, upper_body, baseball_cap, black_headwear, blue_neckerchief, long_sleeves, simple_background, solo, blue_scarf, blue_shirt, open_jacket, open_mouth, smile, sparkle, white_background | | 4 | 9 | ![](https://huggingface.co/datasets/CyberHarem/apple_reverse1999/resolve/main/samples/4/clu4-sample0.png) | ![](https://huggingface.co/datasets/CyberHarem/apple_reverse1999/resolve/main/samples/4/clu4-sample1.png) | ![](https://huggingface.co/datasets/CyberHarem/apple_reverse1999/resolve/main/samples/4/clu4-sample2.png) | ![](https://huggingface.co/datasets/CyberHarem/apple_reverse1999/resolve/main/samples/4/clu4-sample3.png) | ![](https://huggingface.co/datasets/CyberHarem/apple_reverse1999/resolve/main/samples/4/clu4-sample4.png) | 1girl, looking_at_viewer, solo, apple, blue_neckerchief, red_jacket, smile, upper_body, white_headwear, backpack, black_bowtie, open_jacket, shirt, closed_mouth, hand_up, simple_background, blonde_hair, holding, orange_jacket, puffy_long_sleeves, white_background | | 5 | 12 | ![](https://huggingface.co/datasets/CyberHarem/apple_reverse1999/resolve/main/samples/5/clu5-sample0.png) | ![](https://huggingface.co/datasets/CyberHarem/apple_reverse1999/resolve/main/samples/5/clu5-sample1.png) | ![](https://huggingface.co/datasets/CyberHarem/apple_reverse1999/resolve/main/samples/5/clu5-sample2.png) | ![](https://huggingface.co/datasets/CyberHarem/apple_reverse1999/resolve/main/samples/5/clu5-sample3.png) | ![](https://huggingface.co/datasets/CyberHarem/apple_reverse1999/resolve/main/samples/5/clu5-sample4.png) | 1girl, red_jacket, off_shoulder, solo, long_sleeves, open_mouth, red_headwear, sleeveless_dress, green_dress, looking_at_viewer, eyewear_on_head, :d, beret, black_bowtie, red_socks, apple, blue_dress, open_jacket, upper_teeth_only, white_footwear, aqua_dress, belt, knee_boots, outdoors, shirt, sky | | 6 | 8 | ![](https://huggingface.co/datasets/CyberHarem/apple_reverse1999/resolve/main/samples/6/clu6-sample0.png) | ![](https://huggingface.co/datasets/CyberHarem/apple_reverse1999/resolve/main/samples/6/clu6-sample1.png) | ![](https://huggingface.co/datasets/CyberHarem/apple_reverse1999/resolve/main/samples/6/clu6-sample2.png) | ![](https://huggingface.co/datasets/CyberHarem/apple_reverse1999/resolve/main/samples/6/clu6-sample3.png) | ![](https://huggingface.co/datasets/CyberHarem/apple_reverse1999/resolve/main/samples/6/clu6-sample4.png) | 1girl, solo, looking_at_viewer, smile, red_headwear, beret, leg_warmers, shoulder_bag, badge, hand_on_own_hip, hand_up, headphones_around_neck, holding_food, red_shirt, red_socks, simple_background, skirt, white_background, yellow_eyes, bare_shoulders, boots, feet_out_of_frame, fruit, full_body, open_mouth, pizza_slice, red_footwear, sleeveless_dress, standing, upper_teeth_only | ### Table Version | # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | blue_dress | blue_neckerchief | red_jacket | apple | white_background | :d | arm_up | black_bowtie | black_footwear | chibi | full_body | hand_up | open_jacket | open_mouth | puffy_long_sleeves | red_socks | simple_background | solo | traditional_bowtie | v-shaped_eyebrows | backpack | black_bag | blue_bow | scarf | long_sleeves | outdoors | boots | holding | black_headwear | brown_footwear | sitting | cloud | short_dress | sky | smile | indoors | food | solo_focus | teeth | bag | looking_at_viewer | shirt | socks | table | white_headwear | chair | cup | window | upper_body | baseball_cap | blue_scarf | blue_shirt | sparkle | closed_mouth | blonde_hair | orange_jacket | off_shoulder | red_headwear | sleeveless_dress | green_dress | eyewear_on_head | beret | upper_teeth_only | white_footwear | aqua_dress | belt | knee_boots | leg_warmers | shoulder_bag | badge | hand_on_own_hip | headphones_around_neck | holding_food | red_shirt | skirt | yellow_eyes | bare_shoulders | feet_out_of_frame | fruit | pizza_slice | red_footwear | standing | |----:|----------:|:----------------------------------------------------------------------------------------------------------|:----------------------------------------------------------------------------------------------------------|:----------------------------------------------------------------------------------------------------------|:----------------------------------------------------------------------------------------------------------|:----------------------------------------------------------------------------------------------------------|:--------|:-------------|:-------------------|:-------------|:--------|:-------------------|:-----|:---------|:---------------|:-----------------|:--------|:------------|:----------|:--------------|:-------------|:---------------------|:------------|:--------------------|:-------|:---------------------|:--------------------|:-----------|:------------|:-----------|:--------|:---------------|:-----------|:--------|:----------|:-----------------|:-----------------|:----------|:--------|:--------------|:------|:--------|:----------|:-------|:-------------|:--------|:------|:--------------------|:--------|:--------|:--------|:-----------------|:--------|:------|:---------|:-------------|:---------------|:-------------|:-------------|:----------|:---------------|:--------------|:----------------|:---------------|:---------------|:-------------------|:--------------|:------------------|:--------|:-------------------|:-----------------|:-------------|:-------|:-------------|:--------------|:---------------|:--------|:------------------|:-------------------------|:---------------|:------------|:--------|:--------------|:-----------------|:--------------------|:--------|:--------------|:---------------|:-----------| | 0 | 6 | ![](https://huggingface.co/datasets/CyberHarem/apple_reverse1999/resolve/main/samples/0/clu0-sample0.png) | ![](https://huggingface.co/datasets/CyberHarem/apple_reverse1999/resolve/main/samples/0/clu0-sample1.png) | ![](https://huggingface.co/datasets/CyberHarem/apple_reverse1999/resolve/main/samples/0/clu0-sample2.png) | ![](https://huggingface.co/datasets/CyberHarem/apple_reverse1999/resolve/main/samples/0/clu0-sample3.png) | ![](https://huggingface.co/datasets/CyberHarem/apple_reverse1999/resolve/main/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 | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | 1 | 10 | ![](https://huggingface.co/datasets/CyberHarem/apple_reverse1999/resolve/main/samples/1/clu1-sample0.png) | ![](https://huggingface.co/datasets/CyberHarem/apple_reverse1999/resolve/main/samples/1/clu1-sample1.png) | ![](https://huggingface.co/datasets/CyberHarem/apple_reverse1999/resolve/main/samples/1/clu1-sample2.png) | ![](https://huggingface.co/datasets/CyberHarem/apple_reverse1999/resolve/main/samples/1/clu1-sample3.png) | ![](https://huggingface.co/datasets/CyberHarem/apple_reverse1999/resolve/main/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 | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | 2 | 11 | ![](https://huggingface.co/datasets/CyberHarem/apple_reverse1999/resolve/main/samples/2/clu2-sample0.png) | ![](https://huggingface.co/datasets/CyberHarem/apple_reverse1999/resolve/main/samples/2/clu2-sample1.png) | ![](https://huggingface.co/datasets/CyberHarem/apple_reverse1999/resolve/main/samples/2/clu2-sample2.png) | ![](https://huggingface.co/datasets/CyberHarem/apple_reverse1999/resolve/main/samples/2/clu2-sample3.png) | ![](https://huggingface.co/datasets/CyberHarem/apple_reverse1999/resolve/main/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 | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | 3 | 6 | ![](https://huggingface.co/datasets/CyberHarem/apple_reverse1999/resolve/main/samples/3/clu3-sample0.png) | ![](https://huggingface.co/datasets/CyberHarem/apple_reverse1999/resolve/main/samples/3/clu3-sample1.png) | ![](https://huggingface.co/datasets/CyberHarem/apple_reverse1999/resolve/main/samples/3/clu3-sample2.png) | ![](https://huggingface.co/datasets/CyberHarem/apple_reverse1999/resolve/main/samples/3/clu3-sample3.png) | ![](https://huggingface.co/datasets/CyberHarem/apple_reverse1999/resolve/main/samples/3/clu3-sample4.png) | X | | X | X | | X | | | | | | | | X | X | | | X | X | | | | | | | X | | | | X | | | | | | X | | | | | | | | | | | | | | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | 4 | 9 | ![](https://huggingface.co/datasets/CyberHarem/apple_reverse1999/resolve/main/samples/4/clu4-sample0.png) | ![](https://huggingface.co/datasets/CyberHarem/apple_reverse1999/resolve/main/samples/4/clu4-sample1.png) | ![](https://huggingface.co/datasets/CyberHarem/apple_reverse1999/resolve/main/samples/4/clu4-sample2.png) | ![](https://huggingface.co/datasets/CyberHarem/apple_reverse1999/resolve/main/samples/4/clu4-sample3.png) | ![](https://huggingface.co/datasets/CyberHarem/apple_reverse1999/resolve/main/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 | | | | | | | | | | | | | | | | | | | | | | | | | | | | 5 | 12 | ![](https://huggingface.co/datasets/CyberHarem/apple_reverse1999/resolve/main/samples/5/clu5-sample0.png) | ![](https://huggingface.co/datasets/CyberHarem/apple_reverse1999/resolve/main/samples/5/clu5-sample1.png) | ![](https://huggingface.co/datasets/CyberHarem/apple_reverse1999/resolve/main/samples/5/clu5-sample2.png) | ![](https://huggingface.co/datasets/CyberHarem/apple_reverse1999/resolve/main/samples/5/clu5-sample3.png) | ![](https://huggingface.co/datasets/CyberHarem/apple_reverse1999/resolve/main/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 | | | | | | | | | | | | | | | | | 6 | 8 | ![](https://huggingface.co/datasets/CyberHarem/apple_reverse1999/resolve/main/samples/6/clu6-sample0.png) | ![](https://huggingface.co/datasets/CyberHarem/apple_reverse1999/resolve/main/samples/6/clu6-sample1.png) | ![](https://huggingface.co/datasets/CyberHarem/apple_reverse1999/resolve/main/samples/6/clu6-sample2.png) | ![](https://huggingface.co/datasets/CyberHarem/apple_reverse1999/resolve/main/samples/6/clu6-sample3.png) | ![](https://huggingface.co/datasets/CyberHarem/apple_reverse1999/resolve/main/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 | X | X | X | X | X | X | X | X | X | X |