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---
license: mit
task_categories:
- text-to-image
tags:
- art
- not-for-all-audiences
size_categories:
- n<1K
---

# Dataset of nero_claudius_bride/ネロ・クラウディウス〔ブライド〕/尼禄·克劳狄乌斯〔新娘〕 (Fate/Grand Order)

This is the dataset of nero_claudius_bride/ネロ・クラウディウス〔ブライド〕/尼禄·克劳狄乌斯〔新娘〕 (Fate/Grand Order), containing 500 images and their tags.

The core tags of this character are `blonde_hair, green_eyes, ahoge, breasts, hair_intakes, large_breasts, medium_breasts, hair_between_eyes, braid, long_hair`, 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 | 798.89 MiB | [Download](https://huggingface.co/datasets/CyberHarem/nero_claudius_bride_fgo/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 1200             |      500 | 708.65 MiB | [Download](https://huggingface.co/datasets/CyberHarem/nero_claudius_bride_fgo/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |     1282 | 1.30 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/nero_claudius_bride_fgo/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/nero_claudius_bride_fgo',
    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 |         8 | ![](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, bridal_veil, chain, cleavage, detached_collar, detached_sleeves, flower, looking_at_viewer, padlock, puffy_sleeves, solo, white_gloves, white_leotard, white_sleeves, bare_shoulders, white_thighhighs, wide_sleeves, blush, open_mouth, zipper_pull_tab, full-length_zipper, head_wreath, highleg_leotard, loose_belt, petals, :d, garter_straps, showgirl_skirt, sidelocks, strapless_leotard, thighs                                                                                                                                                                |
|   1 |        14 | ![](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_shoulders, chain, cleavage, detached_collar, looking_at_viewer, loose_belt, padlock, solo, white_leotard, white_sleeves, white_thighhighs, bridal_veil, smile, strapless_leotard, white_gloves, zipper_pull_tab, blush, garter_straps, showgirl_skirt, standing, cowboy_shot, full-length_zipper, wide_sleeves, aestus_estus, closed_mouth, petals, puffy_detached_sleeves, sidelocks, highleg_leotard, buckle, holding_sword, head_wreath, long_sleeves, white_background, white_flower, simple_background, ass_visible_through_thighs, flower_wreath, thigh_gap |
|   2 |        21 | ![](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, solo, white_bodysuit, chain, looking_at_viewer, aestus_estus, padlock, belt, bridal_veil, white_gloves, zipper, holding_sword, smile, closed_mouth, flower, short_hair                                                                                                                                                                                                                                                                                                                                                                                                 |
|   3 |        10 | ![](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, epaulettes, holding_sword, looking_at_viewer, red_dress, solo, aestus_estus, juliet_sleeves, cleavage, hair_ribbon, open_mouth, petals, :d, short_hair, leotard                                                                                                                                                                                                                                                                                                                                                                                                        |
|   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, closed_mouth, epaulettes, hair_ribbon, holding_sword, juliet_sleeves, looking_at_viewer, red_dress, red_ribbon, simple_background, smile, solo, white_background, aestus_estus, blush, cleavage, short_hair, cowboy_shot, single_hair_bun, standing, v-shaped_eyebrows                                                                                                                                                                                                                                                                                                 |
|   5 |        13 | ![](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, aestus_estus, epaulettes, solo, sword, cleavage, hair_ribbon, red_dress, see-through                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   |
|   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, looking_at_viewer, smile, solo, bare_shoulders, hair_ribbon, single_hair_bun, cleavage, closed_mouth, red_ribbon, blush, collarbone, official_alternate_costume, red_dress, simple_background, flower, french_braid, white_background, frills, hair_ornament                                                                                                                                                                                                                                                                                                           |
|   7 |         5 | ![](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, barefoot, cleavage, criss-cross_halter, looking_at_viewer, red_bikini, side-tie_bikini_bottom, solo, striped_bikini, striped_clothes, underwater, air_bubble, anklet, bare_shoulders, navel, open_mouth, see-through, :d, earrings, submerged, blush, bracelet, fish, gown, hair_ribbon, legs, twintails                                                                                                                                                                                                                                                               |
|   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, aestus_estus, criss-cross_halter, looking_at_viewer, open_mouth, side-tie_bikini_bottom, solo, striped_bikini, striped_clothes, :d, cleavage, earrings, holding_sword, navel, red_bikini, bare_shoulders, blue_sky, day, bracelet, outdoors, sling_bikini_top, water                                                                                                                                                                                                                                                                                                   |
|   9 |         5 | ![](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, bare_shoulders, blue_sky, cleavage, cloud, criss-cross_halter, day, looking_at_viewer, navel, outdoors, side-tie_bikini_bottom, smile, solo, striped_bikini, striped_clothes, blush, bracelet, closed_mouth, cowboy_shot, hair_ribbon, earrings, red_bikini, white_ribbon, hands_up, ocean                                                                                                                                                                                                                                                                             |
|  10 |         9 | ![](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, bare_shoulders, criss-cross_halter, looking_at_viewer, red_bikini, simple_background, solo, striped_bikini, striped_clothes, twintails, white_background, blush, cleavage, navel, smile, closed_mouth, side-tie_bikini_bottom, collarbone, jewelry, sling_bikini_top                                                                                                                                                                                                                                                                                                   |
|  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, ass, french_braid, gym_shirt, gym_uniform, looking_at_viewer, looking_back, official_alternate_costume, red_buruma, short_sleeves, single_hair_bun, solo, thighs, white_shirt, blush, open_mouth, red_headband, sidelocks, simple_background, white_background, adjusting_clothes, from_behind, smile                                                                                                                                                                                                                                                                  |
|  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, bare_shoulders, cleavage, looking_at_viewer, navel, smile, solo, underwear_only, blush, closed_mouth, collarbone, short_hair, bow, lingerie, red_panties, lace-trimmed_bra, on_back, red_bra, rose_petals, stomach, arm_up, armpits, bed_sheet, hair_ribbon, lace-trimmed_panties, official_alternate_costume, pillow, plaid_panties, red_ribbon, red_rose, thighhighs, thighs                                                                                                                                                                                         |

### Table Version

|   # |   Samples | Img-1                             | Img-2                             | Img-3                             | Img-4                             | Img-5                             | 1girl   | bridal_veil   | chain   | cleavage   | detached_collar   | detached_sleeves   | flower   | looking_at_viewer   | padlock   | puffy_sleeves   | solo   | white_gloves   | white_leotard   | white_sleeves   | bare_shoulders   | white_thighhighs   | wide_sleeves   | blush   | open_mouth   | zipper_pull_tab   | full-length_zipper   | head_wreath   | highleg_leotard   | loose_belt   | petals   | :d   | garter_straps   | showgirl_skirt   | sidelocks   | strapless_leotard   | thighs   | smile   | standing   | cowboy_shot   | aestus_estus   | closed_mouth   | puffy_detached_sleeves   | buckle   | holding_sword   | long_sleeves   | white_background   | white_flower   | simple_background   | ass_visible_through_thighs   | flower_wreath   | thigh_gap   | white_bodysuit   | belt   | zipper   | short_hair   | epaulettes   | red_dress   | juliet_sleeves   | hair_ribbon   | leotard   | red_ribbon   | single_hair_bun   | v-shaped_eyebrows   | sword   | see-through   | collarbone   | official_alternate_costume   | french_braid   | frills   | hair_ornament   | barefoot   | criss-cross_halter   | red_bikini   | side-tie_bikini_bottom   | striped_bikini   | striped_clothes   | underwater   | air_bubble   | anklet   | navel   | earrings   | submerged   | bracelet   | fish   | gown   | legs   | twintails   | blue_sky   | day   | outdoors   | sling_bikini_top   | water   | cloud   | white_ribbon   | hands_up   | ocean   | jewelry   | ass   | gym_shirt   | gym_uniform   | looking_back   | red_buruma   | short_sleeves   | white_shirt   | red_headband   | adjusting_clothes   | from_behind   | underwear_only   | bow   | lingerie   | red_panties   | lace-trimmed_bra   | on_back   | red_bra   | rose_petals   | stomach   | arm_up   | armpits   | bed_sheet   | lace-trimmed_panties   | pillow   | plaid_panties   | red_rose   | thighhighs   |
|----:|----------:|:----------------------------------|:----------------------------------|:----------------------------------|:----------------------------------|:----------------------------------|:--------|:--------------|:--------|:-----------|:------------------|:-------------------|:---------|:--------------------|:----------|:----------------|:-------|:---------------|:----------------|:----------------|:-----------------|:-------------------|:---------------|:--------|:-------------|:------------------|:---------------------|:--------------|:------------------|:-------------|:---------|:-----|:----------------|:-----------------|:------------|:--------------------|:---------|:--------|:-----------|:--------------|:---------------|:---------------|:-------------------------|:---------|:----------------|:---------------|:-------------------|:---------------|:--------------------|:-----------------------------|:----------------|:------------|:-----------------|:-------|:---------|:-------------|:-------------|:------------|:-----------------|:--------------|:----------|:-------------|:------------------|:--------------------|:--------|:--------------|:-------------|:-----------------------------|:---------------|:---------|:----------------|:-----------|:---------------------|:-------------|:-------------------------|:-----------------|:------------------|:-------------|:-------------|:---------|:--------|:-----------|:------------|:-----------|:-------|:-------|:-------|:------------|:-----------|:------|:-----------|:-------------------|:--------|:--------|:---------------|:-----------|:--------|:----------|:------|:------------|:--------------|:---------------|:-------------|:----------------|:--------------|:---------------|:--------------------|:--------------|:-----------------|:------|:-----------|:--------------|:-------------------|:----------|:----------|:--------------|:----------|:---------|:----------|:------------|:-----------------------|:---------|:----------------|:-----------|:-------------|
|   0 |         8 | ![](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                | X           | X                   | X        |         |            |               |                |                |                          |          |                 |                |                    |                |                     |                              |                 |             |                  |        |          |              |              |             |                  |               |           |              |                   |                     |         |               |              |                              |                |          |                 |            |                      |              |                          |                  |                   |              |              |          |         |            |             |            |        |        |        |             |            |       |            |                    |         |         |                |            |         |           |       |             |               |                |              |                 |               |                |                     |               |                  |       |            |               |                    |           |           |               |           |          |           |             |                        |          |                 |            |              |
|   1 |        14 | ![](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          | X             | X              | X              | X                        | X        | X               | X              | X                  | X              | X                   | X                            | X               | X           |                  |        |          |              |              |             |                  |               |           |              |                   |                     |         |               |              |                              |                |          |                 |            |                      |              |                          |                  |                   |              |              |          |         |            |             |            |        |        |        |             |            |       |            |                    |         |         |                |            |         |           |       |             |               |                |              |                 |               |                |                     |               |                  |       |            |               |                    |           |           |               |           |          |           |             |                        |          |                 |            |              |
|   2 |        21 | ![](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            |              |             |                  |               |           |              |                   |                     |         |               |              |                              |                |          |                 |            |                      |              |                          |                  |                   |              |              |          |         |            |             |            |        |        |        |             |            |       |            |                    |         |         |                |            |         |           |       |             |               |                |              |                 |               |                |                     |               |                  |       |            |               |                    |           |           |               |           |          |           |             |                        |          |                 |            |              |
|   3 |        10 | ![](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         |              |                   |                     |         |               |              |                              |                |          |                 |            |                      |              |                          |                  |                   |              |              |          |         |            |             |            |        |        |        |             |            |       |            |                    |         |         |                |            |         |           |       |             |               |                |              |                 |               |                |                     |               |                  |       |            |               |                    |           |           |               |           |          |           |             |                        |          |                 |            |              |
|   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                   |         |               |              |                              |                |          |                 |            |                      |              |                          |                  |                   |              |              |          |         |            |             |            |        |        |        |             |            |       |            |                    |         |         |                |            |         |           |       |             |               |                |              |                 |               |                |                     |               |                  |       |            |               |                    |           |           |               |           |          |           |             |                        |          |                 |            |              |
|   5 |        13 | ![](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             |              |                              |                |          |                 |            |                      |              |                          |                  |                   |              |              |          |         |            |             |            |        |        |        |             |            |       |            |                    |         |         |                |            |         |           |       |             |               |                |              |                 |               |                |                     |               |                  |       |            |               |                    |           |           |               |           |          |           |             |                        |          |                 |            |              |
|   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             |           | X            | X                 |                     |         |               | X            | X                            | X              | X        | X               |            |                      |              |                          |                  |                   |              |              |          |         |            |             |            |        |        |        |             |            |       |            |                    |         |         |                |            |         |           |       |             |               |                |              |                 |               |                |                     |               |                  |       |            |               |                    |           |           |               |           |          |           |             |                        |          |                 |            |              |
|   7 |         5 | ![](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           |            |       |            |                    |         |         |                |            |         |           |       |             |               |                |              |                 |               |                |                     |               |                  |       |            |               |                    |           |           |               |           |          |           |             |                        |          |                 |            |              |
|   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       | X          |             | X          |        |        |        |             | X          | X     | X          | X                  | X       |         |                |            |         |           |       |             |               |                |              |                 |               |                |                     |               |                  |       |            |               |                    |           |           |               |           |          |           |             |                        |          |                 |            |              |
|   9 |         5 | ![](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                 |              |              |          | X       | X          |             | X          |        |        |        |             | X          | X     | X          |                    |         | X       | X              | X          | X       |           |       |             |               |                |              |                 |               |                |                     |               |                  |       |            |               |                    |           |           |               |           |          |           |             |                        |          |                 |            |              |
|  10 |         9 | ![](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         |       |             |               |                |              |                 |               |                |                     |               |                  |       |            |               |                    |           |           |               |           |          |           |             |                        |          |                 |            |              |
|  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                   |                              |                 |             |                  |        |          |              |              |             |                  |               |           |              | X                 |                     |         |               |              | X                            | X              |          |                 |            |                      |              |                          |                  |                   |              |              |          |         |            |             |            |        |        |        |             |            |       |            |                    |         |         |                |            |         |           | 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     | X          | X             | X                  | X         | X         | X             | X         | X        | X         | X           | X                      | X        | X               | X          | X            |