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Publish character 'aoba_moca (BanG Dream!)' to repository, on 2024-01-15 16:48:46 UTC

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  1. README.md +75 -14
  2. dataset-1200.zip +3 -0
  3. dataset-640x880.zip +0 -3
  4. dataset-800.zip +3 -0
  5. dataset-raw-stage3.zip +0 -3
  6. dataset-raw.zip +2 -2
  7. dataset-stage3-1200.zip +0 -3
  8. dataset-stage3-640.zip +0 -3
  9. dataset-stage3-800.zip +0 -3
  10. dataset-stage3-p480-1200.zip +3 -0
  11. dataset-stage3-p480-800.zip +3 -0
  12. meta.json +320 -1
  13. dataset-384x512.zip → samples/0/clu0-sample0.png +2 -2
  14. dataset-512x512.zip → samples/0/clu0-sample1.png +2 -2
  15. dataset-512x704.zip → samples/0/clu0-sample2.png +2 -2
  16. dataset-640x640.zip → samples/0/clu0-sample3.png +2 -2
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README.md CHANGED
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- # Dataset of aoba_moca (BanG Dream!)
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- This is the dataset of aoba_moca (BanG Dream!), containing 200 images and their tags.
 
 
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  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)).
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- | Name | Images | Download | Description |
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- |:------------|---------:|:------------------------------------|:-------------------------------------------------------------------------|
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- | raw | 200 | [Download](dataset-raw.zip) | Raw data with meta information. |
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- | raw-stage3 | 471 | [Download](dataset-raw-stage3.zip) | 3-stage cropped raw data with meta information. |
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- | 384x512 | 200 | [Download](dataset-384x512.zip) | 384x512 aligned dataset. |
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- | 512x512 | 200 | [Download](dataset-512x512.zip) | 512x512 aligned dataset. |
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- | 512x704 | 200 | [Download](dataset-512x704.zip) | 512x704 aligned dataset. |
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- | 640x640 | 200 | [Download](dataset-640x640.zip) | 640x640 aligned dataset. |
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- | 640x880 | 200 | [Download](dataset-640x880.zip) | 640x880 aligned dataset. |
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- | stage3-640 | 471 | [Download](dataset-stage3-640.zip) | 3-stage cropped dataset with the shorter side not exceeding 640 pixels. |
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- | stage3-800 | 471 | [Download](dataset-stage3-800.zip) | 3-stage cropped dataset with the shorter side not exceeding 800 pixels. |
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- | stage3-1200 | 471 | [Download](dataset-stage3-1200.zip) | 3-stage cropped dataset with the shorter side not exceeding 1200 pixels. |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ # Dataset of aoba_moca/青葉モカ/아오바모카 (BanG Dream!)
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+ This is the dataset of aoba_moca/青葉モカ/아오바모카 (BanG Dream!), containing 416 images and their tags.
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+
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+ The core tags of this character are `short_hair, grey_hair, bangs, blue_eyes`, which are pruned in this dataset.
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  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)).
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+ ## List of Packages
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+
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+ | Name | Images | Size | Download | Type | Description |
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+ |:-----------------|---------:|:-----------|:---------------------------------------------------------------------------------------------------------------------|:-----------|:---------------------------------------------------------------------|
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+ | raw | 416 | 450.80 MiB | [Download](https://huggingface.co/datasets/CyberHarem/aoba_moca_bangdream/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
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+ | 800 | 416 | 278.46 MiB | [Download](https://huggingface.co/datasets/CyberHarem/aoba_moca_bangdream/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
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+ | stage3-p480-800 | 919 | 571.52 MiB | [Download](https://huggingface.co/datasets/CyberHarem/aoba_moca_bangdream/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
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+ | 1200 | 416 | 402.91 MiB | [Download](https://huggingface.co/datasets/CyberHarem/aoba_moca_bangdream/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
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+ | stage3-p480-1200 | 919 | 792.34 MiB | [Download](https://huggingface.co/datasets/CyberHarem/aoba_moca_bangdream/resolve/main/dataset-stage3-p480-1200.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
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+
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+ ### Load Raw Dataset with Waifuc
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+
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+ 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
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+
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+ ```python
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+ import os
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+ import zipfile
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+
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+ from huggingface_hub import hf_hub_download
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+ from waifuc.source import LocalSource
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+
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+ # download raw archive file
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+ zip_file = hf_hub_download(
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+ repo_id='CyberHarem/aoba_moca_bangdream',
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+ repo_type='dataset',
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+ filename='dataset-raw.zip',
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+ )
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+
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+ # extract files to your directory
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+ dataset_dir = 'dataset_dir'
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+ os.makedirs(dataset_dir, exist_ok=True)
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+ with zipfile.ZipFile(zip_file, 'r') as zf:
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+ zf.extractall(dataset_dir)
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+
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+ # load the dataset with waifuc
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+ source = LocalSource(dataset_dir)
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+ for item in source:
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+ print(item.image, item.meta['filename'], item.meta['tags'])
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+ ```
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+
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+ ## List of Clusters
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+
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+ List of tag clustering result, maybe some outfits can be mined here.
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+
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+ ### Raw Text Version
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+
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+ | # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | Tags |
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+ |----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
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+ | 0 | 9 | ![](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, aqua_jacket, black_shorts, long_sleeves, short_shorts, solo, white_shirt, black_choker, drawstring, hood_down, hooded_jacket, blue_jacket, green_jacket, looking_at_viewer, padlock, collarbone, simple_background, white_background, blush, cowboy_shot, open_jacket, smile, green_eyes |
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+ | 1 | 7 | ![](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_shorts, hooded_jacket, long_sleeves, looking_at_viewer, solo, blush, drawstring, hood_down, hoodie, collarbone, green_eyes, grey_jacket, short_shorts, simple_background, sitting, white_background, white_shirt, smile, shadow |
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+ | 2 | 13 | ![](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_choker, black_jacket, hooded_jacket, looking_at_viewer, solo, blush, cleavage, long_sleeves, midriff, striped_shorts, crop_top, short_shorts, vertical_stripes, drawstring, collarbone, hood_up, medium_breasts, navel, open_clothes, hair_between_eyes, pendant, smile, chain_necklace, cowboy_shot, cross-laced_clothes, thigh_strap, white_background, hand_up, character_name, green_eyes, white_shirt |
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+ | 3 | 32 | ![](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) | school_uniform, white_shirt, collared_shirt, blush, 1girl, solo, looking_at_viewer, plaid_skirt, pleated_skirt, striped_necktie, blazer, smile, grey_jacket, long_sleeves, open_mouth, simple_background, short_sleeves, green_eyes, sweater_vest |
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+ | 4 | 8 | ![](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, long_sleeves, simple_background, solo, white_background, beanie, black_shirt, collared_shirt, looking_at_viewer, blush, jacket, blue_headwear, open_mouth, black_headwear, cowboy_shot, grin, hand_up, pants, upper_body |
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+ | 5 | 11 | ![](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) | hair_ribbon, plaid_shirt, 1girl, green_shirt, solo, collared_shirt, alternate_hairstyle, frills, looking_at_viewer, short_sleeves, blush, heart_earrings, open_mouth, overalls, arm_warmers, hairband, :d, blue_ribbon, short_twintails, shorts, upper_body, bow, holding, necklace |
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+ | 6 | 7 | ![](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, looking_at_viewer, midriff, smile, solo, belt, bowtie, navel, blush, chain, blue_bow, ghost_costume, hood_up, mismatched_legwear, open_mouth, polka_dot_legwear, crop_top, green_eyes, miniskirt, vertical-striped_thighhighs |
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+ | 7 | 6 | ![](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, blush, braid, christmas, looking_at_viewer, midriff, solo, black_gloves, fingerless_gloves, long_sleeves, navel, red_headwear, red_ribbon, smile, aqua_eyes, choker, cleavage, crop_top, medium_breasts, red_bowtie, star_earrings, stomach, striped, coat, collarbone, detached_sleeves, fur-trimmed_sleeves, garter_straps, holding_sack, mismatched_legwear, santa_hat, sidelocks, thighhighs, upper_body |
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+ | 8 | 9 | ![](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) | black_gloves, long_sleeves, red_shirt, black_choker, black_headwear, looking_at_viewer, serafuku, 1girl, black_neckerchief, solo, star_(symbol), peaked_cap, plaid_skirt, smile, kneehighs, red_socks, sitting, aqua_eyes, black_sailor_collar, black_skirt, double-breasted, earrings, half_gloves, miniskirt, pleated_skirt, shoes |
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+
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+ ### Table Version
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+
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+ | # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | aqua_jacket | black_shorts | long_sleeves | short_shorts | solo | white_shirt | black_choker | drawstring | hood_down | hooded_jacket | blue_jacket | green_jacket | looking_at_viewer | padlock | collarbone | simple_background | white_background | blush | cowboy_shot | open_jacket | smile | green_eyes | hoodie | grey_jacket | sitting | shadow | black_jacket | cleavage | midriff | striped_shorts | crop_top | vertical_stripes | hood_up | medium_breasts | navel | open_clothes | hair_between_eyes | pendant | chain_necklace | cross-laced_clothes | thigh_strap | hand_up | character_name | school_uniform | collared_shirt | plaid_skirt | pleated_skirt | striped_necktie | blazer | open_mouth | short_sleeves | sweater_vest | beanie | black_shirt | jacket | blue_headwear | black_headwear | grin | pants | upper_body | hair_ribbon | plaid_shirt | green_shirt | alternate_hairstyle | frills | heart_earrings | overalls | arm_warmers | hairband | :d | blue_ribbon | short_twintails | shorts | bow | holding | necklace | belt | bowtie | chain | blue_bow | ghost_costume | mismatched_legwear | polka_dot_legwear | miniskirt | vertical-striped_thighhighs | braid | christmas | black_gloves | fingerless_gloves | red_headwear | red_ribbon | aqua_eyes | choker | red_bowtie | star_earrings | stomach | striped | coat | detached_sleeves | fur-trimmed_sleeves | garter_straps | holding_sack | santa_hat | sidelocks | thighhighs | red_shirt | serafuku | black_neckerchief | star_(symbol) | peaked_cap | kneehighs | red_socks | black_sailor_collar | black_skirt | double-breasted | earrings | half_gloves | shoes |
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+ |----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------------|:---------------|:---------------|:---------------|:-------|:--------------|:---------------|:-------------|:------------|:----------------|:--------------|:---------------|:--------------------|:----------|:-------------|:--------------------|:-------------------|:--------|:--------------|:--------------|:--------|:-------------|:---------|:--------------|:----------|:---------|:---------------|:-----------|:----------|:-----------------|:-----------|:-------------------|:----------|:-----------------|:--------|:---------------|:--------------------|:----------|:-----------------|:----------------------|:--------------|:----------|:-----------------|:-----------------|:-----------------|:--------------|:----------------|:------------------|:---------|:-------------|:----------------|:---------------|:---------|:--------------|:---------|:----------------|:-----------------|:-------|:--------|:-------------|:--------------|:--------------|:--------------|:----------------------|:---------|:-----------------|:-----------|:--------------|:-----------|:-----|:--------------|:------------------|:---------|:------|:----------|:-----------|:-------|:---------|:--------|:-----------|:----------------|:---------------------|:--------------------|:------------|:------------------------------|:--------|:------------|:---------------|:--------------------|:---------------|:-------------|:------------|:---------|:-------------|:----------------|:----------|:----------|:-------|:-------------------|:----------------------|:----------------|:---------------|:------------|:------------|:-------------|:------------|:-----------|:--------------------|:----------------|:-------------|:------------|:------------|:----------------------|:--------------|:------------------|:-----------|:--------------|:--------|
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+ | 0 | 9 | ![](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 | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
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+ | 1 | 7 | ![](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 | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
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+ | 2 | 13 | ![](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 | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
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+ | 3 | 32 | ![](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 | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
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+ | 4 | 8 | ![](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 | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
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+ | 5 | 11 | ![](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 | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
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+ | 6 | 7 | ![](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 | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
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+ | 7 | 6 | ![](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 | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | |
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+ | 8 | 9 | ![](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 | X | X | X | X | X | X | X | X | X | X | X |
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