
# Dataset of le_malin/ル・マラン/恶毒 (Azur Lane)

This is the dataset of le_malin/ル・マラン/恶毒 (Azur Lane), containing 500 images and their tags.

The core tags of this character are `long_hair, blue_eyes, white_hair, very_long_hair, bangs, breasts, small_breasts, animal_ears, rabbit_ears, braid, twin_braids, fake_animal_ears, hair_bun, double_bun, animal_ear_fluff`, 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 | 933.07 MiB | [Download](https://huggingface.co/datasets/CyberHarem/le_malin_azurlane/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      500 | 419.25 MiB | [Download](https://huggingface.co/datasets/CyberHarem/le_malin_azurlane/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |     1378 | 988.88 MiB | [Download](https://huggingface.co/datasets/CyberHarem/le_malin_azurlane/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      500 | 767.52 MiB | [Download](https://huggingface.co/datasets/CyberHarem/le_malin_azurlane/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |     1378 | 1.52 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/le_malin_azurlane/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/le_malin_azurlane',
    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 |         7 | ![](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, choker, criss-cross_halter, solo, white_dress, white_rose, bare_shoulders, blush, hair_between_eyes, looking_at_viewer, sleeveless_dress, collarbone, sidelocks, bare_arms, parted_lips, barefoot, grey_hair, hand_up, on_back                                                                                                              |
|   1 |        17 | ![](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, solo, white_pantyhose, sidelocks, white_dress, hair_between_eyes, looking_at_viewer, long_sleeves, symbol-shaped_pupils, blush, navel, detached_sleeves, parted_lips, sitting, tutu                                                                                                                                                         |
|   2 |        13 | ![](samples/2/clu2-sample0.png) | ![](samples/2/clu2-sample1.png) | ![](samples/2/clu2-sample2.png) | ![](samples/2/clu2-sample3.png) | ![](samples/2/clu2-sample4.png) | +_+, 1girl, solo, white_dress, white_pantyhose, hair_between_eyes, long_sleeves, sidelocks, holding_sword, looking_at_viewer, thighband_pantyhose, closed_mouth, rapier, simple_background, underboob_cutout, blush, white_background, cape, hair_bow, full_body, pocket_watch, ribbon                                                                  |
|   3 |         5 | ![](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, looking_at_viewer, navel, nipples, nude, simple_background, solo, +_+, hair_between_eyes, blush, collarbone, hair_ribbon, loli, open_mouth, white_background, anus, clitoris, closed_mouth, spread_pussy, standing, symbol-shaped_pupils, uncensored                                                                                             |
|   4 |        18 | ![](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, bare_shoulders, solo, looking_at_viewer, white_bikini, symbol-shaped_pupils, sidelocks, barefoot, blush, bare_legs, headphones_around_neck, hammock, arm_garter, on_back, hair_between_eyes, navel, ass, feet, thighs, purple_flower, stomach                                                                                               |
|   5 |         9 | ![](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, looking_at_viewer, official_alternate_costume, playboy_bunny, solo, white_leotard, white_pantyhose, wrist_cuffs, blush, simple_background, white_background, choker, sitting, +_+, closed_mouth, thigh_strap, twintails, hairband, rabbit_tail                                                                                                   |
|   6 |        10 | ![](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, ass, looking_at_viewer, official_alternate_costume, playboy_bunny, rabbit_tail, solo, white_leotard, white_pantyhose, from_behind, hairband, looking_back, +_+, simple_background, thigh_strap, white_background, wrist_cuffs, blush, parted_lips, sideboob, thighs                                                                              |
|   7 |         7 | ![](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, covered_navel, looking_at_viewer, official_alternate_costume, playboy_bunny, simple_background, solo, white_leotard, white_pantyhose, blush, thigh_strap, white_background, wrist_cuffs, choker, closed_mouth, highleg_leotard, +_+, thighs, twintails                                                                                           |
|   8 |         5 | ![](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, looking_at_viewer, official_alternate_costume, playboy_bunny, rabbit_tail, solo, white_leotard, white_pantyhose, +_+, ass, from_behind, looking_back, no_shoes, wrist_cuffs, couch, blush, full_body, low_twin_braids, sideboob, thigh_strap, wariza, white_hairband                                                                             |
|   9 |        16 | ![](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, hetero, solo_focus, penis, sex, 1boy, blush, censored, nipples, +_+, pussy, vaginal, open_mouth, pantyhose, official_alternate_costume, straddling, loli, looking_at_viewer, playboy_bunny, simple_background, spread_legs, clothed_female_nude_male, girl_on_top, white_leotard, crotchless, dark-skinned_male, interracial, navel, wrist_cuffs |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | +_+   | 1girl   | choker   | criss-cross_halter   | solo   | white_dress   | white_rose   | bare_shoulders   | blush   | hair_between_eyes   | looking_at_viewer   | sleeveless_dress   | collarbone   | sidelocks   | bare_arms   | parted_lips   | barefoot   | grey_hair   | hand_up   | on_back   | white_pantyhose   | long_sleeves   | symbol-shaped_pupils   | navel   | detached_sleeves   | sitting   | tutu   | holding_sword   | thighband_pantyhose   | closed_mouth   | rapier   | simple_background   | underboob_cutout   | white_background   | cape   | hair_bow   | full_body   | pocket_watch   | ribbon   | nipples   | nude   | hair_ribbon   | loli   | open_mouth   | anus   | clitoris   | spread_pussy   | standing   | uncensored   | white_bikini   | bare_legs   | headphones_around_neck   | hammock   | arm_garter   | ass   | feet   | thighs   | purple_flower   | stomach   | official_alternate_costume   | playboy_bunny   | white_leotard   | wrist_cuffs   | thigh_strap   | twintails   | hairband   | rabbit_tail   | from_behind   | looking_back   | sideboob   | covered_navel   | highleg_leotard   | no_shoes   | couch   | low_twin_braids   | wariza   | white_hairband   | hetero   | solo_focus   | penis   | sex   | 1boy   | censored   | pussy   | vaginal   | pantyhose   | straddling   | spread_legs   | clothed_female_nude_male   | girl_on_top   | crotchless   | dark-skinned_male   | interracial   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:------|:--------|:---------|:---------------------|:-------|:--------------|:-------------|:-----------------|:--------|:--------------------|:--------------------|:-------------------|:-------------|:------------|:------------|:--------------|:-----------|:------------|:----------|:----------|:------------------|:---------------|:-----------------------|:--------|:-------------------|:----------|:-------|:----------------|:----------------------|:---------------|:---------|:--------------------|:-------------------|:-------------------|:-------|:-----------|:------------|:---------------|:---------|:----------|:-------|:--------------|:-------|:-------------|:-------|:-----------|:---------------|:-----------|:-------------|:---------------|:------------|:-------------------------|:----------|:-------------|:------|:-------|:---------|:----------------|:----------|:-----------------------------|:----------------|:----------------|:--------------|:--------------|:------------|:-----------|:--------------|:--------------|:---------------|:-----------|:----------------|:------------------|:-----------|:--------|:------------------|:---------|:-----------------|:---------|:-------------|:--------|:------|:-------|:-----------|:--------|:----------|:------------|:-------------|:--------------|:---------------------------|:--------------|:-------------|:--------------------|:--------------|
|   0 |         7 | ![](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         |                   |                |                        |         |                    |           |        |                 |                       |                |          |                     |                    |                    |        |            |             |                |          |           |        |               |        |              |        |            |                |            |              |                |             |                          |           |              |       |        |          |                 |           |                              |                 |                 |               |               |             |            |               |               |                |            |                 |                   |            |         |                   |          |                  |          |              |         |       |        |            |         |           |             |              |               |                            |               |              |                     |               |
|   1 |        17 | ![](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      |                 |                       |                |          |                     |                    |                    |        |            |             |                |          |           |        |               |        |              |        |            |                |            |              |                |             |                          |           |              |       |        |          |                 |           |                              |                 |                 |               |               |             |            |               |               |                |            |                 |                   |            |         |                   |          |                  |          |              |         |       |        |            |         |           |             |              |               |                            |               |              |                     |               |
|   2 |        13 | ![](samples/2/clu2-sample0.png) | ![](samples/2/clu2-sample1.png) | ![](samples/2/clu2-sample2.png) | ![](samples/2/clu2-sample3.png) | ![](samples/2/clu2-sample4.png) | X     | X       |          |                      | X      | X             |              |                  | X       | X                   | X                   |                    |              | X           |             |               |            |             |           |           | X                 | X              |                        |         |                    |           |        | X               | X                     | X              | X        | X                   | X                  | X                  | X      | X          | X           | X              | X        |           |        |               |        |              |        |            |                |            |              |                |             |                          |           |              |       |        |          |                 |           |                              |                 |                 |               |               |             |            |               |               |                |            |                 |                   |            |         |                   |          |                  |          |              |         |       |        |            |         |           |             |              |               |                            |               |              |                     |               |
|   3 |         5 | ![](samples/3/clu3-sample0.png) | ![](samples/3/clu3-sample1.png) | ![](samples/3/clu3-sample2.png) | ![](samples/3/clu3-sample3.png) | ![](samples/3/clu3-sample4.png) | X     | X       |          |                      | X      |               |              |                  | X       | X                   | X                   |                    | X            |             |             |               |            |             |           |           |                   |                | X                      | X       |                    |           |        |                 |                       | X              |          | X                   |                    | X                  |        |            |             |                |          | X         | X      | X             | X      | X            | X      | X          | X              | X          | X            |                |             |                          |           |              |       |        |          |                 |           |                              |                 |                 |               |               |             |            |               |               |                |            |                 |                   |            |         |                   |          |                  |          |              |         |       |        |            |         |           |             |              |               |                            |               |              |                     |               |
|   4 |        18 | ![](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               | X         |                              |                 |                 |               |               |             |            |               |               |                |            |                 |                   |            |         |                   |          |                  |          |              |         |       |        |            |         |           |             |              |               |                            |               |              |                     |               |
|   5 |         9 | ![](samples/5/clu5-sample0.png) | ![](samples/5/clu5-sample1.png) | ![](samples/5/clu5-sample2.png) | ![](samples/5/clu5-sample3.png) | ![](samples/5/clu5-sample4.png) | X     | X       | X        |                      | X      |               |              |                  | X       |                     | X                   |                    |              |             |             |               |            |             |           |           | X                 |                |                        |         |                    | X         |        |                 |                       | X              |          | X                   |                    | X                  |        |            |             |                |          |           |        |               |        |              |        |            |                |            |              |                |             |                          |           |              |       |        |          |                 |           | X                            | X               | X               | X             | X             | X           | X          | X             |               |                |            |                 |                   |            |         |                   |          |                  |          |              |         |       |        |            |         |           |             |              |               |                            |               |              |                     |               |
|   6 |        10 | ![](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              | X          |                 |                   |            |         |                   |          |                  |          |              |         |       |        |            |         |           |             |              |               |                            |               |              |                     |               |
|   7 |         7 | ![](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                 |            |         |                   |          |                  |          |              |         |       |        |            |         |           |             |              |               |                            |               |              |                     |               |
|   8 |         5 | ![](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 |        16 | ![](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                          | X             | X            | X                   | X             |


task_categories:text-to-image size_categories:n<1K license:mit art not-for-all-audiences region:us
{"license": "mit", "size_categories": ["n<1K"], "task_categories": ["text-to-image"], "tags": ["art", "not-for-all-audiences"]}
TAGS
#task_categories-text-to-image #size_categories-n<1K #license-mit #art #not-for-all-audiences #region-us 

Dataset of le\_malin/ル・マラン/恶毒 (Azur Lane)
=========================================


This is the dataset of le\_malin/ル・マラン/恶毒 (Azur Lane), containing 500 images and their tags.


The core tags of this character are 'long\_hair, blue\_eyes, white\_hair, very\_long\_hair, bangs, breasts, small\_breasts, animal\_ears, rabbit\_ears, braid, twin\_braids, fake\_animal\_ears, hair\_bun, double\_bun, animal\_ear\_fluff', 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(huggingface organization).


List of Packages
----------------



### Load Raw Dataset with Waifuc


We provide raw dataset (including tagged images) for waifuc loading. If you need this, just run the following code


List of Clusters
----------------


List of tag clustering result, maybe some outfits can be mined here.


### Raw Text Version



### Table Version




### Load Raw Dataset with Waifuc


We provide raw dataset (including tagged images) for waifuc loading. If you need this, just run the following code


List of Clusters
----------------


List of tag clustering result, maybe some outfits can be mined here. ### Raw Text Version ### Table Version
TAGS
#task_categories-text-to-image #size_categories-n<1K #license-mit #art #not-for-all-audiences #region-us 
 ### Load Raw Dataset with Waifuc


We provide raw dataset (including tagged images) for waifuc loading. If you need this, just run the following code


List of Clusters
----------------


List of tag clustering result, maybe some outfits can be mined here. ### Raw Text Version ### Table Version