
# Dataset of memphis/メンフィス/孟菲斯 (Azur Lane)

This is the dataset of memphis/メンフィス/孟菲斯 (Azur Lane), containing 42 images and their tags.

The core tags of this character are `breasts, green_eyes, long_hair, pink_hair, large_breasts, bangs, hair_ornament, hairclip`, 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              |       42 | 56.18 MiB | [Download](https://huggingface.co/datasets/CyberHarem/memphis_azurlane/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |       42 | 35.95 MiB | [Download](https://huggingface.co/datasets/CyberHarem/memphis_azurlane/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |       93 | 66.56 MiB | [Download](https://huggingface.co/datasets/CyberHarem/memphis_azurlane/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |       42 | 52.43 MiB | [Download](https://huggingface.co/datasets/CyberHarem/memphis_azurlane/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |       93 | 92.22 MiB | [Download](https://huggingface.co/datasets/CyberHarem/memphis_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/memphis_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 |         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, solo, cleavage, looking_at_viewer, bare_shoulders, black_leotard, black_pantyhose, blush, white_background, detached_sleeves, earrings, arm_strap, arm_up, between_breasts, broom_riding, ghost, halloween, hand_on_headwear, high_heel_boots, official_alternate_costume, purple_footwear, purple_headwear, revealing_clothes, sidesaddle, simple_background, skindentation, tattoo, thigh_strap, turret, wide_sleeves, witch_hat, bat_(animal), breastless_clothes, choker, crescent_moon, detached_collar, full_body, full_moon, hand_up, long_sleeves, parted_lips, sparkle |
|   1 |        11 | ![](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, looking_at_viewer, solo, white_shirt, blush, black_choker, black_thighhighs, white_background, collared_shirt, school_uniform, bare_shoulders, black_jacket, blue_necktie, blue_skirt, holding, long_sleeves, necklace, off_shoulder, simple_background, sitting, sweater_vest, black_footwear, collarbone, medium_breasts, open_jacket, pink_ribbon, pleated_skirt, sailor_collar, shoes, sleeveless_shirt, smile, zettai_ryouiki                                                                                                                                              |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | solo   | cleavage   | looking_at_viewer   | bare_shoulders   | black_leotard   | black_pantyhose   | blush   | white_background   | detached_sleeves   | earrings   | arm_strap   | arm_up   | between_breasts   | broom_riding   | ghost   | halloween   | hand_on_headwear   | high_heel_boots   | official_alternate_costume   | purple_footwear   | purple_headwear   | revealing_clothes   | sidesaddle   | simple_background   | skindentation   | tattoo   | thigh_strap   | turret   | wide_sleeves   | witch_hat   | bat_(animal)   | breastless_clothes   | choker   | crescent_moon   | detached_collar   | full_body   | full_moon   | hand_up   | long_sleeves   | parted_lips   | sparkle   | white_shirt   | black_choker   | black_thighhighs   | collared_shirt   | school_uniform   | black_jacket   | blue_necktie   | blue_skirt   | holding   | necklace   | off_shoulder   | sitting   | sweater_vest   | black_footwear   | collarbone   | medium_breasts   | open_jacket   | pink_ribbon   | pleated_skirt   | sailor_collar   | shoes   | sleeveless_shirt   | smile   | zettai_ryouiki   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-------|:-----------|:--------------------|:-----------------|:----------------|:------------------|:--------|:-------------------|:-------------------|:-----------|:------------|:---------|:------------------|:---------------|:--------|:------------|:-------------------|:------------------|:-----------------------------|:------------------|:------------------|:--------------------|:-------------|:--------------------|:----------------|:---------|:--------------|:---------|:---------------|:------------|:---------------|:---------------------|:---------|:----------------|:------------------|:------------|:------------|:----------|:---------------|:--------------|:----------|:--------------|:---------------|:-------------------|:-----------------|:-----------------|:---------------|:---------------|:-------------|:----------|:-----------|:---------------|:----------|:---------------|:-----------------|:-------------|:-----------------|:--------------|:--------------|:----------------|:----------------|:--------|:-------------------|:--------|:-----------------|
|   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           | X              | X                    | X        | X               | X                 | X           | X           | X         | X              | X             | X         |               |                |                    |                  |                  |                |                |              |           |            |                |           |                |                  |              |                  |               |               |                 |                 |         |                    |         |                  |
|   1 |        11 | ![](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                |


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 memphis/メンフィス/孟菲斯 (Azur Lane)
========================================


This is the dataset of memphis/メンフィス/孟菲斯 (Azur Lane), containing 42 images and their tags.


The core tags of this character are 'breasts, green\_eyes, long\_hair, pink\_hair, large\_breasts, bangs, hair\_ornament, hairclip', 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
passage: 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