diff --git a/README.md b/README.md
index 191b2f346832bd1e6af51c7d5fd4e17aabd05ba9..726ad8f9d01a27077ae624a098156a6c5aaf5302 100644
--- a/README.md
+++ b/README.md
@@ -13,101 +13,123 @@ size_categories:
 
 This is the dataset of w/W/W (Arknights), containing 500 images and their tags.
 
-The core tags of this character are `horns, short_hair, breasts, grey_hair, bangs, demon_horns, multicolored_hair, large_breasts, tail, red_hair, red_eyes, demon_tail, antenna_hair, ahoge`, which are pruned in this dataset.
+The core tags of this character are `horns, short_hair, bangs, breasts, grey_hair, demon_horns, red_eyes, medium_breasts, white_hair, ahoge, tail`, 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 | Download                                 | Description                                                                 |
-|:-----------------|---------:|:-----------------------------------------|:----------------------------------------------------------------------------|
-| raw              |      500 | [Download](dataset-raw.zip)              | Raw data with meta information (min edge aligned to 1400 if larger).        |
-| pruned           |      500 | [Download](dataset-pruned.zip)           | Raw data with meta information, core character tags pruned.                 |
-| pruned-stage3    |     1380 | [Download](dataset-pruned-stage3.zip)    | 3-stage cropped raw data with meta information, core character tags pruned. |
-| stage3-800       |     1380 | [Download](dataset-stage3-800.zip)       | 3-stage cropped dataset with the shorter side not exceeding 800 pixels.     |
-| stage3-p480-800  |     1350 | [Download](dataset-stage3-p480-800.zip)  | 3-stage cropped dataset with the area not less than 480x480 pixels.         |
-| stage3-1200      |     1380 | [Download](dataset-stage3-1200.zip)      | 3-stage cropped dataset with the shorter side not exceeding 800 pixels.     |
-| stage3-p480-1200 |     1350 | [Download](dataset-stage3-p480-1200.zip) | 3-stage cropped dataset with the area not less than 480x480 pixels.         |
+| Name             |   Images | Size     | Download                                                                                                     | Type       | Description                                                             |
+|:-----------------|---------:|:---------|:-------------------------------------------------------------------------------------------------------------|:-----------|:------------------------------------------------------------------------|
+| raw              |      500 | 1.02 GiB | [Download](https://huggingface.co/datasets/CyberHarem/w_arknights/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger).    |
+| stage3-800       |     1383 | 1.06 GiB | [Download](https://huggingface.co/datasets/CyberHarem/w_arknights/resolve/main/dataset-stage3-800.zip)       | IMG+TXT    | 3-stage cropped dataset with the shorter side not exceeding 800 pixels. |
+| stage3-p480-800  |     1339 | 1.05 GiB | [Download](https://huggingface.co/datasets/CyberHarem/w_arknights/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.     |
+| stage3-1200      |     1383 | 1.68 GiB | [Download](https://huggingface.co/datasets/CyberHarem/w_arknights/resolve/main/dataset-stage3-1200.zip)      | IMG+TXT    | 3-stage cropped dataset with the shorter side not exceeding 800 pixels. |
+| stage3-p480-1200 |     1339 | 1.67 GiB | [Download](https://huggingface.co/datasets/CyberHarem/w_arknights/resolve/main/dataset-stage3-p480-1200.zip) | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.     |
+
+### Load Raw Dataset with Waifuc
+
+We provide raw dataset (including tagged images) for [waifuc](https://deepghs.github.io/waifuc/main/tutorials/installation/index.html) loading. If you need this, just run the following code
+
+```python
+import os
+import zipfile
+
+from huggingface_hub import hf_hub_download
+from waifuc.source import LocalSource
+
+# download raw archive file
+zip_file = hf_hub_download(
+    repo_id='CyberHarem/w_arknights',
+    repo_type='dataset',
+    filename='dataset-raw.zip',
+)
+
+# extract files to your directory
+dataset_dir = 'dataset_dir'
+os.makedirs(dataset_dir, exist_ok=True)
+with zipfile.ZipFile(zip_file, 'r') as zf:
+    zf.extractall(dataset_dir)
+
+# load the dataset with waifuc
+source = LocalSource(dataset_dir)
+for item in source:
+    print(item.image, item.meta['filename'], item.meta['tags'])
+```
 
 ## List of Clusters
 
 ### Raw Text Version
 
-|   # |   Samples | Img-1                             | Img-2                             | Img-3                             | Tags                                                                                      |
-|----:|----------:|:----------------------------------|:----------------------------------|:----------------------------------|:------------------------------------------------------------------------------------------|
-|   0 |         7 | ![](samples/0/clu0-sample0.png)   | ![](samples/0/clu0-sample1.png)   | ![](samples/0/clu0-sample2.png)   | demon_girl, orange_eyes, two-tone_hair, medium_breasts, white_hair                        |
-|   1 |         6 | ![](samples/1/clu1-sample0.png)   | ![](samples/1/clu1-sample1.png)   | ![](samples/1/clu1-sample2.png)   | medium_breasts, orange_eyes, white_hair                                                   |
-|   2 |         3 | ![](samples/2/clu2-sample0.png)   | ![](samples/2/clu2-sample1.png)   | ![](samples/2/clu2-sample2.png)   | demon_girl, medium_breasts, white_hair                                                    |
-|   3 |         3 | ![](samples/3/clu3-sample0.png)   | ![](samples/3/clu3-sample1.png)   | ![](samples/3/clu3-sample2.png)   | orange_eyes, two-tone_hair, white_hair                                                    |
-|   4 |         6 | ![](samples/4/clu4-sample0.png)   | ![](samples/4/clu4-sample1.png)   | ![](samples/4/clu4-sample2.png)   | medium_breasts, orange_eyes, white_hair, hair_between_eyes, yellow_eyes                   |
-|   5 |         5 | ![](samples/5/clu5-sample0.png)   | ![](samples/5/clu5-sample1.png)   | ![](samples/5/clu5-sample2.png)   | medium_breasts, white_hair, yellow_eyes                                                   |
-|   6 |         4 | ![](samples/6/clu6-sample0.png)   | ![](samples/6/clu6-sample1.png)   | ![](samples/6/clu6-sample2.png)   | demon_girl, white_hair                                                                    |
-|   7 |         6 | ![](samples/7/clu7-sample0.png)   | ![](samples/7/clu7-sample1.png)   | ![](samples/7/clu7-sample2.png)   | streaked_hair, two-tone_hair                                                              |
-|   8 |        10 | ![](samples/8/clu8-sample0.png)   | ![](samples/8/clu8-sample1.png)   | ![](samples/8/clu8-sample2.png)   | medium_breasts, white_hair                                                                |
-|   9 |        17 | ![](samples/9/clu9-sample0.png)   | ![](samples/9/clu9-sample1.png)   | ![](samples/9/clu9-sample2.png)   | demon_girl, two-tone_hair                                                                 |
-|  10 |         3 | ![](samples/10/clu10-sample0.png) | ![](samples/10/clu10-sample1.png) | ![](samples/10/clu10-sample2.png) | demon_girl, orange_eyes                                                                   |
-|  11 |         9 | ![](samples/11/clu11-sample0.png) | ![](samples/11/clu11-sample1.png) | ![](samples/11/clu11-sample2.png) | white_hair, yellow_eyes                                                                   |
-|  12 |         3 | ![](samples/12/clu12-sample0.png) | ![](samples/12/clu12-sample1.png) | ![](samples/12/clu12-sample2.png) | demon_girl, two-tone_hair, v-shaped_eyebrows                                              |
-|  13 |         3 | ![](samples/13/clu13-sample0.png) | ![](samples/13/clu13-sample1.png) | ![](samples/13/clu13-sample2.png) | orange_eyes, two-tone_hair                                                                |
-|  14 |         5 | ![](samples/14/clu14-sample0.png) | ![](samples/14/clu14-sample1.png) | ![](samples/14/clu14-sample2.png) | two-tone_hair, white_hair                                                                 |
-|  15 |        10 | ![](samples/15/clu15-sample0.png) | ![](samples/15/clu15-sample1.png) | ![](samples/15/clu15-sample2.png) | medium_breasts, orange_eyes                                                               |
-|  16 |         5 | ![](samples/16/clu16-sample0.png) | ![](samples/16/clu16-sample1.png) | ![](samples/16/clu16-sample2.png) | orange_eyes, white_hair                                                                   |
-|  17 |         3 | ![](samples/17/clu17-sample0.png) | ![](samples/17/clu17-sample1.png) | ![](samples/17/clu17-sample2.png) | demon_girl, medium_breasts                                                                |
-|  18 |         3 | ![](samples/18/clu18-sample0.png) | ![](samples/18/clu18-sample1.png) | ![](samples/18/clu18-sample2.png) | demon_girl, streaked_hair, two-tone_hair                                                  |
-|  19 |         3 | ![](samples/19/clu19-sample0.png) | ![](samples/19/clu19-sample1.png) | ![](samples/19/clu19-sample2.png) | demon_girl, double_bun, hair_bun, two-tone_hair, yellow_eyes, medium_breasts              |
-|  20 |         4 | ![](samples/20/clu20-sample0.png) | ![](samples/20/clu20-sample1.png) | ![](samples/20/clu20-sample2.png) | black_headwear, hat, orange_eyes, white_hair, medium_breasts, fangs                       |
-|  21 |         4 | ![](samples/21/clu21-sample0.png) | ![](samples/21/clu21-sample1.png) | ![](samples/21/clu21-sample2.png) | black_headwear, hat, orange_eyes, two-tone_hair, demon_girl                               |
-|  22 |         5 | ![](samples/22/clu22-sample0.png) | ![](samples/22/clu22-sample1.png) | ![](samples/22/clu22-sample2.png) | double_bun, hair_bun, earrings, medium_breasts                                            |
-|  23 |        11 | ![](samples/23/clu23-sample0.png) | ![](samples/23/clu23-sample1.png) | ![](samples/23/clu23-sample2.png) | medium_breasts                                                                            |
-|  24 |        12 | ![](samples/24/clu24-sample0.png) | ![](samples/24/clu24-sample1.png) | ![](samples/24/clu24-sample2.png) | two-tone_hair                                                                             |
-|  25 |         9 | ![](samples/25/clu25-sample0.png) | ![](samples/25/clu25-sample1.png) | ![](samples/25/clu25-sample2.png) | orange_eyes                                                                               |
-|  26 |         3 | ![](samples/26/clu26-sample0.png) | ![](samples/26/clu26-sample1.png) | ![](samples/26/clu26-sample2.png) | fangs, orange_eyes                                                                        |
-|  27 |         9 | ![](samples/27/clu27-sample0.png) | ![](samples/27/clu27-sample1.png) | ![](samples/27/clu27-sample2.png) | yellow_eyes                                                                               |
-|  28 |        14 | ![](samples/28/clu28-sample0.png) | ![](samples/28/clu28-sample1.png) | ![](samples/28/clu28-sample2.png) | demon_girl                                                                                |
-|  29 |         3 | ![](samples/29/clu29-sample0.png) | ![](samples/29/clu29-sample1.png) | ![](samples/29/clu29-sample2.png) | long_hair, white_hair                                                                     |
-|  30 |         5 | ![](samples/30/clu30-sample0.png) | ![](samples/30/clu30-sample1.png) | ![](samples/30/clu30-sample2.png) | drinking_glass, wine_glass, demon_girl, two-tone_hair                                     |
-|  31 |        12 | ![](samples/31/clu31-sample0.png) | ![](samples/31/clu31-sample1.png) | ![](samples/31/clu31-sample2.png) | white_hair                                                                                |
-|  32 |         6 | ![](samples/32/clu32-sample0.png) | ![](samples/32/clu32-sample1.png) | ![](samples/32/clu32-sample2.png) | hair_between_eyes                                                                         |
-|  33 |         9 | ![](samples/33/clu33-sample0.png) | ![](samples/33/clu33-sample1.png) | ![](samples/33/clu33-sample2.png) | animal_ears, rabbit_ears, fake_animal_ears, orange_eyes                                   |
-|  34 |         3 | ![](samples/34/clu34-sample0.png) | ![](samples/34/clu34-sample1.png) | ![](samples/34/clu34-sample2.png) | cat_girl, cat_tail, long_hair, animal_ears, black_hair, cat_ears, extra_ears, yellow_eyes |
+|   # |   Samples | Img-1                             | Img-2                             | Img-3                             | Tags                                                                                                                  |
+|----:|----------:|:----------------------------------|:----------------------------------|:----------------------------------|:----------------------------------------------------------------------------------------------------------------------|
+|   0 |         6 | ![](samples/0/clu0-sample0.png)   | ![](samples/0/clu0-sample1.png)   | ![](samples/0/clu0-sample2.png)   | multicolored_hair, orange_eyes                                                                                        |
+|   1 |         4 | ![](samples/1/clu1-sample0.png)   | ![](samples/1/clu1-sample1.png)   | ![](samples/1/clu1-sample2.png)   | antenna_hair, multicolored_hair, orange_eyes, red_hair, yellow_eyes                                                   |
+|   2 |         4 | ![](samples/2/clu2-sample0.png)   | ![](samples/2/clu2-sample1.png)   | ![](samples/2/clu2-sample2.png)   | multicolored_hair, red_hair, streaked_hair                                                                            |
+|   3 |         4 | ![](samples/3/clu3-sample0.png)   | ![](samples/3/clu3-sample1.png)   | ![](samples/3/clu3-sample2.png)   | large_breasts, multicolored_hair, orange_eyes, red_hair                                                               |
+|   4 |         4 | ![](samples/4/clu4-sample0.png)   | ![](samples/4/clu4-sample1.png)   | ![](samples/4/clu4-sample2.png)   | antenna_hair, large_breasts, multicolored_hair, red_hair, two-tone_hair                                               |
+|   5 |         5 | ![](samples/5/clu5-sample0.png)   | ![](samples/5/clu5-sample1.png)   | ![](samples/5/clu5-sample2.png)   | antenna_hair, demon_tail, large_breasts, multicolored_hair, red_hair, demon_girl                                      |
+|   6 |         3 | ![](samples/6/clu6-sample0.png)   | ![](samples/6/clu6-sample1.png)   | ![](samples/6/clu6-sample2.png)   | multicolored_hair, orange_eyes, red_hair, two-tone_hair                                                               |
+|   7 |         3 | ![](samples/7/clu7-sample0.png)   | ![](samples/7/clu7-sample1.png)   | ![](samples/7/clu7-sample2.png)   | demon_tail, large_breasts, multicolored_hair, orange_eyes                                                             |
+|   8 |         3 | ![](samples/8/clu8-sample0.png)   | ![](samples/8/clu8-sample1.png)   | ![](samples/8/clu8-sample2.png)   | demon_girl, demon_tail, orange_eyes                                                                                   |
+|   9 |         3 | ![](samples/9/clu9-sample0.png)   | ![](samples/9/clu9-sample1.png)   | ![](samples/9/clu9-sample2.png)   | demon_girl, demon_tail, multicolored_hair                                                                             |
+|  10 |         6 | ![](samples/10/clu10-sample0.png) | ![](samples/10/clu10-sample1.png) | ![](samples/10/clu10-sample2.png) | large_breasts, multicolored_hair                                                                                      |
+|  11 |         5 | ![](samples/11/clu11-sample0.png) | ![](samples/11/clu11-sample1.png) | ![](samples/11/clu11-sample2.png) | demon_tail, large_breasts                                                                                             |
+|  12 |         3 | ![](samples/12/clu12-sample0.png) | ![](samples/12/clu12-sample1.png) | ![](samples/12/clu12-sample2.png) | antenna_hair, multicolored_hair                                                                                       |
+|  13 |         3 | ![](samples/13/clu13-sample0.png) | ![](samples/13/clu13-sample1.png) | ![](samples/13/clu13-sample2.png) | multicolored_hair, red_hair                                                                                           |
+|  14 |        10 | ![](samples/14/clu14-sample0.png) | ![](samples/14/clu14-sample1.png) | ![](samples/14/clu14-sample2.png) | large_breasts, yellow_eyes                                                                                            |
+|  15 |        13 | ![](samples/15/clu15-sample0.png) | ![](samples/15/clu15-sample1.png) | ![](samples/15/clu15-sample2.png) | demon_tail, orange_eyes                                                                                               |
+|  16 |         9 | ![](samples/16/clu16-sample0.png) | ![](samples/16/clu16-sample1.png) | ![](samples/16/clu16-sample2.png) | large_breasts, orange_eyes                                                                                            |
+|  17 |         4 | ![](samples/17/clu17-sample0.png) | ![](samples/17/clu17-sample1.png) | ![](samples/17/clu17-sample2.png) | hair_between_eyes, orange_eyes                                                                                        |
+|  18 |         3 | ![](samples/18/clu18-sample0.png) | ![](samples/18/clu18-sample1.png) | ![](samples/18/clu18-sample2.png) | demon_tail, double_bun, hair_bun, multicolored_hair, red_hair, two-tone_hair, antenna_hair, demon_girl, large_breasts |
+|  19 |         7 | ![](samples/19/clu19-sample0.png) | ![](samples/19/clu19-sample1.png) | ![](samples/19/clu19-sample2.png) | orange_eyes, yellow_eyes                                                                                              |
+|  20 |         4 | ![](samples/20/clu20-sample0.png) | ![](samples/20/clu20-sample1.png) | ![](samples/20/clu20-sample2.png) | antenna_hair, orange_eyes                                                                                             |
+|  21 |         3 | ![](samples/21/clu21-sample0.png) | ![](samples/21/clu21-sample1.png) | ![](samples/21/clu21-sample2.png) | hair_between_eyes, yellow_eyes                                                                                        |
+|  22 |         4 | ![](samples/22/clu22-sample0.png) | ![](samples/22/clu22-sample1.png) | ![](samples/22/clu22-sample2.png) | demon_tail, multicolored_hair                                                                                         |
+|  23 |         4 | ![](samples/23/clu23-sample0.png) | ![](samples/23/clu23-sample1.png) | ![](samples/23/clu23-sample2.png) | double_bun, hair_bun, large_breasts, red_hair                                                                         |
+|  24 |        26 | ![](samples/24/clu24-sample0.png) | ![](samples/24/clu24-sample1.png) | ![](samples/24/clu24-sample2.png) | large_breasts                                                                                                         |
+|  25 |         5 | ![](samples/25/clu25-sample0.png) | ![](samples/25/clu25-sample1.png) | ![](samples/25/clu25-sample2.png) | antenna_hair                                                                                                          |
+|  26 |        10 | ![](samples/26/clu26-sample0.png) | ![](samples/26/clu26-sample1.png) | ![](samples/26/clu26-sample2.png) | multicolored_hair                                                                                                     |
+|  27 |        17 | ![](samples/27/clu27-sample0.png) | ![](samples/27/clu27-sample1.png) | ![](samples/27/clu27-sample2.png) | yellow_eyes                                                                                                           |
+|  28 |         6 | ![](samples/28/clu28-sample0.png) | ![](samples/28/clu28-sample1.png) | ![](samples/28/clu28-sample2.png) | hair_between_eyes                                                                                                     |
+|  29 |        15 | ![](samples/29/clu29-sample0.png) | ![](samples/29/clu29-sample1.png) | ![](samples/29/clu29-sample2.png) | demon_tail                                                                                                            |
+|  30 |         3 | ![](samples/30/clu30-sample0.png) | ![](samples/30/clu30-sample1.png) | ![](samples/30/clu30-sample2.png) | brown_eyes                                                                                                            |
+|  31 |         3 | ![](samples/31/clu31-sample0.png) | ![](samples/31/clu31-sample1.png) | ![](samples/31/clu31-sample2.png) | red_hair                                                                                                              |
 
 ### Table Version
 
-|   # |   Samples | Img-1                             | Img-2                             | Img-3                             | demon_girl   | orange_eyes   | two-tone_hair   | medium_breasts   | white_hair   | hair_between_eyes   | yellow_eyes   | streaked_hair   | v-shaped_eyebrows   | double_bun   | hair_bun   | black_headwear   | hat   | fangs   | earrings   | long_hair   | drinking_glass   | wine_glass   | animal_ears   | rabbit_ears   | fake_animal_ears   | cat_girl   | cat_tail   | black_hair   | cat_ears   | extra_ears   |
-|----:|----------:|:----------------------------------|:----------------------------------|:----------------------------------|:-------------|:--------------|:----------------|:-----------------|:-------------|:--------------------|:--------------|:----------------|:--------------------|:-------------|:-----------|:-----------------|:------|:--------|:-----------|:------------|:-----------------|:-------------|:--------------|:--------------|:-------------------|:-----------|:-----------|:-------------|:-----------|:-------------|
-|   0 |         7 | ![](samples/0/clu0-sample0.png)   | ![](samples/0/clu0-sample1.png)   | ![](samples/0/clu0-sample2.png)   | X            | X             | X               | X                | X            |                     |               |                 |                     |              |            |                  |       |         |            |             |                  |              |               |               |                    |            |            |              |            |              |
-|   1 |         6 | ![](samples/1/clu1-sample0.png)   | ![](samples/1/clu1-sample1.png)   | ![](samples/1/clu1-sample2.png)   |              | X             |                 | X                | X            |                     |               |                 |                     |              |            |                  |       |         |            |             |                  |              |               |               |                    |            |            |              |            |              |
-|   2 |         3 | ![](samples/2/clu2-sample0.png)   | ![](samples/2/clu2-sample1.png)   | ![](samples/2/clu2-sample2.png)   | X            |               |                 | X                | X            |                     |               |                 |                     |              |            |                  |       |         |            |             |                  |              |               |               |                    |            |            |              |            |              |
-|   3 |         3 | ![](samples/3/clu3-sample0.png)   | ![](samples/3/clu3-sample1.png)   | ![](samples/3/clu3-sample2.png)   |              | X             | X               |                  | X            |                     |               |                 |                     |              |            |                  |       |         |            |             |                  |              |               |               |                    |            |            |              |            |              |
-|   4 |         6 | ![](samples/4/clu4-sample0.png)   | ![](samples/4/clu4-sample1.png)   | ![](samples/4/clu4-sample2.png)   |              | X             |                 | X                | X            | X                   | X             |                 |                     |              |            |                  |       |         |            |             |                  |              |               |               |                    |            |            |              |            |              |
-|   5 |         5 | ![](samples/5/clu5-sample0.png)   | ![](samples/5/clu5-sample1.png)   | ![](samples/5/clu5-sample2.png)   |              |               |                 | X                | X            |                     | X             |                 |                     |              |            |                  |       |         |            |             |                  |              |               |               |                    |            |            |              |            |              |
-|   6 |         4 | ![](samples/6/clu6-sample0.png)   | ![](samples/6/clu6-sample1.png)   | ![](samples/6/clu6-sample2.png)   | X            |               |                 |                  | X            |                     |               |                 |                     |              |            |                  |       |         |            |             |                  |              |               |               |                    |            |            |              |            |              |
-|   7 |         6 | ![](samples/7/clu7-sample0.png)   | ![](samples/7/clu7-sample1.png)   | ![](samples/7/clu7-sample2.png)   |              |               | X               |                  |              |                     |               | X               |                     |              |            |                  |       |         |            |             |                  |              |               |               |                    |            |            |              |            |              |
-|   8 |        10 | ![](samples/8/clu8-sample0.png)   | ![](samples/8/clu8-sample1.png)   | ![](samples/8/clu8-sample2.png)   |              |               |                 | X                | X            |                     |               |                 |                     |              |            |                  |       |         |            |             |                  |              |               |               |                    |            |            |              |            |              |
-|   9 |        17 | ![](samples/9/clu9-sample0.png)   | ![](samples/9/clu9-sample1.png)   | ![](samples/9/clu9-sample2.png)   | X            |               | X               |                  |              |                     |               |                 |                     |              |            |                  |       |         |            |             |                  |              |               |               |                    |            |            |              |            |              |
-|  10 |         3 | ![](samples/10/clu10-sample0.png) | ![](samples/10/clu10-sample1.png) | ![](samples/10/clu10-sample2.png) | X            | X             |                 |                  |              |                     |               |                 |                     |              |            |                  |       |         |            |             |                  |              |               |               |                    |            |            |              |            |              |
-|  11 |         9 | ![](samples/11/clu11-sample0.png) | ![](samples/11/clu11-sample1.png) | ![](samples/11/clu11-sample2.png) |              |               |                 |                  | X            |                     | X             |                 |                     |              |            |                  |       |         |            |             |                  |              |               |               |                    |            |            |              |            |              |
-|  12 |         3 | ![](samples/12/clu12-sample0.png) | ![](samples/12/clu12-sample1.png) | ![](samples/12/clu12-sample2.png) | X            |               | X               |                  |              |                     |               |                 | X                   |              |            |                  |       |         |            |             |                  |              |               |               |                    |            |            |              |            |              |
-|  13 |         3 | ![](samples/13/clu13-sample0.png) | ![](samples/13/clu13-sample1.png) | ![](samples/13/clu13-sample2.png) |              | X             | X               |                  |              |                     |               |                 |                     |              |            |                  |       |         |            |             |                  |              |               |               |                    |            |            |              |            |              |
-|  14 |         5 | ![](samples/14/clu14-sample0.png) | ![](samples/14/clu14-sample1.png) | ![](samples/14/clu14-sample2.png) |              |               | X               |                  | X            |                     |               |                 |                     |              |            |                  |       |         |            |             |                  |              |               |               |                    |            |            |              |            |              |
-|  15 |        10 | ![](samples/15/clu15-sample0.png) | ![](samples/15/clu15-sample1.png) | ![](samples/15/clu15-sample2.png) |              | X             |                 | X                |              |                     |               |                 |                     |              |            |                  |       |         |            |             |                  |              |               |               |                    |            |            |              |            |              |
-|  16 |         5 | ![](samples/16/clu16-sample0.png) | ![](samples/16/clu16-sample1.png) | ![](samples/16/clu16-sample2.png) |              | X             |                 |                  | X            |                     |               |                 |                     |              |            |                  |       |         |            |             |                  |              |               |               |                    |            |            |              |            |              |
-|  17 |         3 | ![](samples/17/clu17-sample0.png) | ![](samples/17/clu17-sample1.png) | ![](samples/17/clu17-sample2.png) | X            |               |                 | X                |              |                     |               |                 |                     |              |            |                  |       |         |            |             |                  |              |               |               |                    |            |            |              |            |              |
-|  18 |         3 | ![](samples/18/clu18-sample0.png) | ![](samples/18/clu18-sample1.png) | ![](samples/18/clu18-sample2.png) | X            |               | X               |                  |              |                     |               | X               |                     |              |            |                  |       |         |            |             |                  |              |               |               |                    |            |            |              |            |              |
-|  19 |         3 | ![](samples/19/clu19-sample0.png) | ![](samples/19/clu19-sample1.png) | ![](samples/19/clu19-sample2.png) | X            |               | X               | X                |              |                     | X             |                 |                     | X            | X          |                  |       |         |            |             |                  |              |               |               |                    |            |            |              |            |              |
-|  20 |         4 | ![](samples/20/clu20-sample0.png) | ![](samples/20/clu20-sample1.png) | ![](samples/20/clu20-sample2.png) |              | X             |                 | X                | X            |                     |               |                 |                     |              |            | X                | X     | X       |            |             |                  |              |               |               |                    |            |            |              |            |              |
-|  21 |         4 | ![](samples/21/clu21-sample0.png) | ![](samples/21/clu21-sample1.png) | ![](samples/21/clu21-sample2.png) | X            | X             | X               |                  |              |                     |               |                 |                     |              |            | X                | X     |         |            |             |                  |              |               |               |                    |            |            |              |            |              |
-|  22 |         5 | ![](samples/22/clu22-sample0.png) | ![](samples/22/clu22-sample1.png) | ![](samples/22/clu22-sample2.png) |              |               |                 | X                |              |                     |               |                 |                     | X            | X          |                  |       |         | X          |             |                  |              |               |               |                    |            |            |              |            |              |
-|  23 |        11 | ![](samples/23/clu23-sample0.png) | ![](samples/23/clu23-sample1.png) | ![](samples/23/clu23-sample2.png) |              |               |                 | X                |              |                     |               |                 |                     |              |            |                  |       |         |            |             |                  |              |               |               |                    |            |            |              |            |              |
-|  24 |        12 | ![](samples/24/clu24-sample0.png) | ![](samples/24/clu24-sample1.png) | ![](samples/24/clu24-sample2.png) |              |               | X               |                  |              |                     |               |                 |                     |              |            |                  |       |         |            |             |                  |              |               |               |                    |            |            |              |            |              |
-|  25 |         9 | ![](samples/25/clu25-sample0.png) | ![](samples/25/clu25-sample1.png) | ![](samples/25/clu25-sample2.png) |              | X             |                 |                  |              |                     |               |                 |                     |              |            |                  |       |         |            |             |                  |              |               |               |                    |            |            |              |            |              |
-|  26 |         3 | ![](samples/26/clu26-sample0.png) | ![](samples/26/clu26-sample1.png) | ![](samples/26/clu26-sample2.png) |              | X             |                 |                  |              |                     |               |                 |                     |              |            |                  |       | X       |            |             |                  |              |               |               |                    |            |            |              |            |              |
-|  27 |         9 | ![](samples/27/clu27-sample0.png) | ![](samples/27/clu27-sample1.png) | ![](samples/27/clu27-sample2.png) |              |               |                 |                  |              |                     | X             |                 |                     |              |            |                  |       |         |            |             |                  |              |               |               |                    |            |            |              |            |              |
-|  28 |        14 | ![](samples/28/clu28-sample0.png) | ![](samples/28/clu28-sample1.png) | ![](samples/28/clu28-sample2.png) | X            |               |                 |                  |              |                     |               |                 |                     |              |            |                  |       |         |            |             |                  |              |               |               |                    |            |            |              |            |              |
-|  29 |         3 | ![](samples/29/clu29-sample0.png) | ![](samples/29/clu29-sample1.png) | ![](samples/29/clu29-sample2.png) |              |               |                 |                  | X            |                     |               |                 |                     |              |            |                  |       |         |            | X           |                  |              |               |               |                    |            |            |              |            |              |
-|  30 |         5 | ![](samples/30/clu30-sample0.png) | ![](samples/30/clu30-sample1.png) | ![](samples/30/clu30-sample2.png) | X            |               | X               |                  |              |                     |               |                 |                     |              |            |                  |       |         |            |             | X                | X            |               |               |                    |            |            |              |            |              |
-|  31 |        12 | ![](samples/31/clu31-sample0.png) | ![](samples/31/clu31-sample1.png) | ![](samples/31/clu31-sample2.png) |              |               |                 |                  | X            |                     |               |                 |                     |              |            |                  |       |         |            |             |                  |              |               |               |                    |            |            |              |            |              |
-|  32 |         6 | ![](samples/32/clu32-sample0.png) | ![](samples/32/clu32-sample1.png) | ![](samples/32/clu32-sample2.png) |              |               |                 |                  |              | X                   |               |                 |                     |              |            |                  |       |         |            |             |                  |              |               |               |                    |            |            |              |            |              |
-|  33 |         9 | ![](samples/33/clu33-sample0.png) | ![](samples/33/clu33-sample1.png) | ![](samples/33/clu33-sample2.png) |              | X             |                 |                  |              |                     |               |                 |                     |              |            |                  |       |         |            |             |                  |              | X             | X             | X                  |            |            |              |            |              |
-|  34 |         3 | ![](samples/34/clu34-sample0.png) | ![](samples/34/clu34-sample1.png) | ![](samples/34/clu34-sample2.png) |              |               |                 |                  |              |                     | X             |                 |                     |              |            |                  |       |         |            | X           |                  |              | X             |               |                    | X          | X          | X            | X          | X            |
+|   # |   Samples | Img-1                             | Img-2                             | Img-3                             | multicolored_hair   | orange_eyes   | antenna_hair   | red_hair   | yellow_eyes   | streaked_hair   | large_breasts   | two-tone_hair   | demon_tail   | demon_girl   | hair_between_eyes   | double_bun   | hair_bun   | brown_eyes   |
+|----:|----------:|:----------------------------------|:----------------------------------|:----------------------------------|:--------------------|:--------------|:---------------|:-----------|:--------------|:----------------|:----------------|:----------------|:-------------|:-------------|:--------------------|:-------------|:-----------|:-------------|
+|   0 |         6 | ![](samples/0/clu0-sample0.png)   | ![](samples/0/clu0-sample1.png)   | ![](samples/0/clu0-sample2.png)   | X                   | X             |                |            |               |                 |                 |                 |              |              |                     |              |            |              |
+|   1 |         4 | ![](samples/1/clu1-sample0.png)   | ![](samples/1/clu1-sample1.png)   | ![](samples/1/clu1-sample2.png)   | X                   | X             | X              | X          | X             |                 |                 |                 |              |              |                     |              |            |              |
+|   2 |         4 | ![](samples/2/clu2-sample0.png)   | ![](samples/2/clu2-sample1.png)   | ![](samples/2/clu2-sample2.png)   | X                   |               |                | X          |               | X               |                 |                 |              |              |                     |              |            |              |
+|   3 |         4 | ![](samples/3/clu3-sample0.png)   | ![](samples/3/clu3-sample1.png)   | ![](samples/3/clu3-sample2.png)   | X                   | X             |                | X          |               |                 | X               |                 |              |              |                     |              |            |              |
+|   4 |         4 | ![](samples/4/clu4-sample0.png)   | ![](samples/4/clu4-sample1.png)   | ![](samples/4/clu4-sample2.png)   | X                   |               | X              | X          |               |                 | X               | X               |              |              |                     |              |            |              |
+|   5 |         5 | ![](samples/5/clu5-sample0.png)   | ![](samples/5/clu5-sample1.png)   | ![](samples/5/clu5-sample2.png)   | X                   |               | X              | X          |               |                 | X               |                 | X            | X            |                     |              |            |              |
+|   6 |         3 | ![](samples/6/clu6-sample0.png)   | ![](samples/6/clu6-sample1.png)   | ![](samples/6/clu6-sample2.png)   | X                   | X             |                | X          |               |                 |                 | X               |              |              |                     |              |            |              |
+|   7 |         3 | ![](samples/7/clu7-sample0.png)   | ![](samples/7/clu7-sample1.png)   | ![](samples/7/clu7-sample2.png)   | X                   | X             |                |            |               |                 | X               |                 | X            |              |                     |              |            |              |
+|   8 |         3 | ![](samples/8/clu8-sample0.png)   | ![](samples/8/clu8-sample1.png)   | ![](samples/8/clu8-sample2.png)   |                     | X             |                |            |               |                 |                 |                 | X            | X            |                     |              |            |              |
+|   9 |         3 | ![](samples/9/clu9-sample0.png)   | ![](samples/9/clu9-sample1.png)   | ![](samples/9/clu9-sample2.png)   | X                   |               |                |            |               |                 |                 |                 | X            | X            |                     |              |            |              |
+|  10 |         6 | ![](samples/10/clu10-sample0.png) | ![](samples/10/clu10-sample1.png) | ![](samples/10/clu10-sample2.png) | X                   |               |                |            |               |                 | X               |                 |              |              |                     |              |            |              |
+|  11 |         5 | ![](samples/11/clu11-sample0.png) | ![](samples/11/clu11-sample1.png) | ![](samples/11/clu11-sample2.png) |                     |               |                |            |               |                 | X               |                 | X            |              |                     |              |            |              |
+|  12 |         3 | ![](samples/12/clu12-sample0.png) | ![](samples/12/clu12-sample1.png) | ![](samples/12/clu12-sample2.png) | X                   |               | X              |            |               |                 |                 |                 |              |              |                     |              |            |              |
+|  13 |         3 | ![](samples/13/clu13-sample0.png) | ![](samples/13/clu13-sample1.png) | ![](samples/13/clu13-sample2.png) | X                   |               |                | X          |               |                 |                 |                 |              |              |                     |              |            |              |
+|  14 |        10 | ![](samples/14/clu14-sample0.png) | ![](samples/14/clu14-sample1.png) | ![](samples/14/clu14-sample2.png) |                     |               |                |            | X             |                 | X               |                 |              |              |                     |              |            |              |
+|  15 |        13 | ![](samples/15/clu15-sample0.png) | ![](samples/15/clu15-sample1.png) | ![](samples/15/clu15-sample2.png) |                     | X             |                |            |               |                 |                 |                 | X            |              |                     |              |            |              |
+|  16 |         9 | ![](samples/16/clu16-sample0.png) | ![](samples/16/clu16-sample1.png) | ![](samples/16/clu16-sample2.png) |                     | X             |                |            |               |                 | X               |                 |              |              |                     |              |            |              |
+|  17 |         4 | ![](samples/17/clu17-sample0.png) | ![](samples/17/clu17-sample1.png) | ![](samples/17/clu17-sample2.png) |                     | X             |                |            |               |                 |                 |                 |              |              | X                   |              |            |              |
+|  18 |         3 | ![](samples/18/clu18-sample0.png) | ![](samples/18/clu18-sample1.png) | ![](samples/18/clu18-sample2.png) | X                   |               | X              | X          |               |                 | X               | X               | X            | X            |                     | X            | X          |              |
+|  19 |         7 | ![](samples/19/clu19-sample0.png) | ![](samples/19/clu19-sample1.png) | ![](samples/19/clu19-sample2.png) |                     | X             |                |            | X             |                 |                 |                 |              |              |                     |              |            |              |
+|  20 |         4 | ![](samples/20/clu20-sample0.png) | ![](samples/20/clu20-sample1.png) | ![](samples/20/clu20-sample2.png) |                     | X             | X              |            |               |                 |                 |                 |              |              |                     |              |            |              |
+|  21 |         3 | ![](samples/21/clu21-sample0.png) | ![](samples/21/clu21-sample1.png) | ![](samples/21/clu21-sample2.png) |                     |               |                |            | X             |                 |                 |                 |              |              | X                   |              |            |              |
+|  22 |         4 | ![](samples/22/clu22-sample0.png) | ![](samples/22/clu22-sample1.png) | ![](samples/22/clu22-sample2.png) | X                   |               |                |            |               |                 |                 |                 | X            |              |                     |              |            |              |
+|  23 |         4 | ![](samples/23/clu23-sample0.png) | ![](samples/23/clu23-sample1.png) | ![](samples/23/clu23-sample2.png) |                     |               |                | X          |               |                 | X               |                 |              |              |                     | X            | X          |              |
+|  24 |        26 | ![](samples/24/clu24-sample0.png) | ![](samples/24/clu24-sample1.png) | ![](samples/24/clu24-sample2.png) |                     |               |                |            |               |                 | X               |                 |              |              |                     |              |            |              |
+|  25 |         5 | ![](samples/25/clu25-sample0.png) | ![](samples/25/clu25-sample1.png) | ![](samples/25/clu25-sample2.png) |                     |               | X              |            |               |                 |                 |                 |              |              |                     |              |            |              |
+|  26 |        10 | ![](samples/26/clu26-sample0.png) | ![](samples/26/clu26-sample1.png) | ![](samples/26/clu26-sample2.png) | X                   |               |                |            |               |                 |                 |                 |              |              |                     |              |            |              |
+|  27 |        17 | ![](samples/27/clu27-sample0.png) | ![](samples/27/clu27-sample1.png) | ![](samples/27/clu27-sample2.png) |                     |               |                |            | X             |                 |                 |                 |              |              |                     |              |            |              |
+|  28 |         6 | ![](samples/28/clu28-sample0.png) | ![](samples/28/clu28-sample1.png) | ![](samples/28/clu28-sample2.png) |                     |               |                |            |               |                 |                 |                 |              |              | X                   |              |            |              |
+|  29 |        15 | ![](samples/29/clu29-sample0.png) | ![](samples/29/clu29-sample1.png) | ![](samples/29/clu29-sample2.png) |                     |               |                |            |               |                 |                 |                 | X            |              |                     |              |            |              |
+|  30 |         3 | ![](samples/30/clu30-sample0.png) | ![](samples/30/clu30-sample1.png) | ![](samples/30/clu30-sample2.png) |                     |               |                |            |               |                 |                 |                 |              |              |                     |              |            | X            |
+|  31 |         3 | ![](samples/31/clu31-sample0.png) | ![](samples/31/clu31-sample1.png) | ![](samples/31/clu31-sample2.png) |                     |               |                | X          |               |                 |                 |                 |              |              |                     |              |            |              |
 
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deleted file mode 100644
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--- a/dataset-pruned.zip
+++ /dev/null
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-version https://git-lfs.github.com/spec/v1
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diff --git a/dataset-raw.zip b/dataset-raw.zip
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--- a/dataset-raw.zip
+++ b/dataset-raw.zip
@@ -1,3 +1,3 @@
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diff --git a/dataset-stage3-1200.zip b/dataset-stage3-1200.zip
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--- a/dataset-stage3-1200.zip
+++ b/dataset-stage3-1200.zip
@@ -1,3 +1,3 @@
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diff --git a/dataset-stage3-800.zip b/dataset-stage3-800.zip
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--- a/dataset-stage3-800.zip
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@@ -1,3 +1,3 @@
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diff --git a/meta.json b/meta.json
index 76efc0dfdb0d687ffb6610fffb0b194eecea5606..3e4273774aa33f38217204111d6e5aff8b5b1f0c 100644
--- a/meta.json
+++ b/meta.json
@@ -4,366 +4,331 @@
     "clusters": [
         {
             "id": 0,
-            "size": 7,
+            "size": 6,
             "tags": [
-                "demon_girl",
-                "orange_eyes",
-                "two-tone_hair",
-                "medium_breasts",
-                "white_hair"
+                "multicolored_hair",
+                "orange_eyes"
             ]
         },
         {
             "id": 1,
-            "size": 6,
+            "size": 4,
             "tags": [
-                "medium_breasts",
+                "antenna_hair",
+                "multicolored_hair",
                 "orange_eyes",
-                "white_hair"
+                "red_hair",
+                "yellow_eyes"
             ]
         },
         {
             "id": 2,
-            "size": 3,
+            "size": 4,
             "tags": [
-                "demon_girl",
-                "medium_breasts",
-                "white_hair"
+                "multicolored_hair",
+                "red_hair",
+                "streaked_hair"
             ]
         },
         {
             "id": 3,
-            "size": 3,
+            "size": 4,
             "tags": [
+                "large_breasts",
+                "multicolored_hair",
                 "orange_eyes",
-                "two-tone_hair",
-                "white_hair"
+                "red_hair"
             ]
         },
         {
             "id": 4,
-            "size": 6,
+            "size": 4,
             "tags": [
-                "medium_breasts",
-                "orange_eyes",
-                "white_hair",
-                "hair_between_eyes",
-                "yellow_eyes"
+                "antenna_hair",
+                "large_breasts",
+                "multicolored_hair",
+                "red_hair",
+                "two-tone_hair"
             ]
         },
         {
             "id": 5,
             "size": 5,
             "tags": [
-                "medium_breasts",
-                "white_hair",
-                "yellow_eyes"
+                "antenna_hair",
+                "demon_tail",
+                "large_breasts",
+                "multicolored_hair",
+                "red_hair",
+                "demon_girl"
             ]
         },
         {
             "id": 6,
-            "size": 4,
+            "size": 3,
             "tags": [
-                "demon_girl",
-                "white_hair"
+                "multicolored_hair",
+                "orange_eyes",
+                "red_hair",
+                "two-tone_hair"
             ]
         },
         {
             "id": 7,
-            "size": 6,
+            "size": 3,
             "tags": [
-                "streaked_hair",
-                "two-tone_hair"
+                "demon_tail",
+                "large_breasts",
+                "multicolored_hair",
+                "orange_eyes"
             ]
         },
         {
             "id": 8,
-            "size": 10,
+            "size": 3,
             "tags": [
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