Datasets:

CyberHarem
/

ho_olheyak_arknights

@@ -9,22 +9,103 @@ size_categories:
 - n<1K
 ---
-# Dataset of ho_olheyak_arknights
-This is the dataset of ho_olheyak_arknights, containing 195 images and their tags.
 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)).
-| Name        |   Images | Download                            | Description                                                              |
-|:------------|---------:|:------------------------------------|:-------------------------------------------------------------------------|
-| raw         |      195 | [Download](dataset-raw.zip)         | Raw data with meta information.                                          |
-| raw-stage3  |      512 | [Download](dataset-raw-stage3.zip)  | 3-stage cropped raw data with meta information.                          |
-| 384x512     |      195 | [Download](dataset-384x512.zip)     | 384x512 aligned dataset.                                                 |
-| 512x512     |      195 | [Download](dataset-512x512.zip)     | 512x512 aligned dataset.                                                 |
-| 512x704     |      195 | [Download](dataset-512x704.zip)     | 512x704 aligned dataset.                                                 |
-| 640x640     |      195 | [Download](dataset-640x640.zip)     | 640x640 aligned dataset.                                                 |
-| 640x880     |      195 | [Download](dataset-640x880.zip)     | 640x880 aligned dataset.                                                 |
-| stage3-640  |      512 | [Download](dataset-stage3-640.zip)  | 3-stage cropped dataset with the shorter side not exceeding 640 pixels.  |
-| stage3-800  |      512 | [Download](dataset-stage3-800.zip)  | 3-stage cropped dataset with the shorter side not exceeding 800 pixels.  |
-| stage3-1200 |      512 | [Download](dataset-stage3-1200.zip) | 3-stage cropped dataset with the shorter side not exceeding 1200 pixels. |

 - n<1K
 ---
+# Dataset of ho'olheyak/ホルハイヤ/霍尔海雅 (Arknights)
+This is the dataset of ho'olheyak/ホルハイヤ/霍尔海雅 (Arknights), containing 341 images and their tags.
+The core tags of this character are `grey_hair, bangs, breasts, head_wings, large_breasts, tail, hair_between_eyes, blue_eyes, green_eyes, short_hair`, which are pruned in this dataset.
 Images are crawled from many sites (e.g. danbooru, pixiv, zerochan ...), the auto-crawling system is powered by [DeepGHS Team](https://github.com/deepghs)([huggingface organization](https://huggingface.co/deepghs)).
+## List of Packages
+| Name             |   Images | Size       | Download                                                                                                              | Type       | Description                                                             |
+|:-----------------|---------:|:-----------|:----------------------------------------------------------------------------------------------------------------------|:-----------|:------------------------------------------------------------------------|
+| raw              |      341 | 765.20 MiB | [Download](https://huggingface.co/datasets/CyberHarem/ho_olheyak_arknights/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger).    |
+| stage3-800       |      904 | 743.82 MiB | [Download](https://huggingface.co/datasets/CyberHarem/ho_olheyak_arknights/resolve/main/dataset-stage3-800.zip)       | IMG+TXT    | 3-stage cropped dataset with the shorter side not exceeding 800 pixels. |
+| stage3-p480-800  |      893 | 741.24 MiB | [Download](https://huggingface.co/datasets/CyberHarem/ho_olheyak_arknights/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.     |
+| stage3-1200      |      904 | 1.22 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/ho_olheyak_arknights/resolve/main/dataset-stage3-1200.zip)      | IMG+TXT    | 3-stage cropped dataset with the shorter side not exceeding 800 pixels. |
+| stage3-p480-1200 |      893 | 1.21 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/ho_olheyak_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/ho_olheyak_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 |         8 | ![](samples/0/clu0-sample0.png)   | ![](samples/0/clu0-sample1.png)   | ![](samples/0/clu0-sample2.png)   | aqua_eyes, medium_hair                                              |
+|   1 |         3 | ![](samples/1/clu1-sample0.png)   | ![](samples/1/clu1-sample1.png)   | ![](samples/1/clu1-sample2.png)   | aqua_eyes, snake_tail                                               |
+|   2 |         3 | ![](samples/2/clu2-sample0.png)   | ![](samples/2/clu2-sample1.png)   | ![](samples/2/clu2-sample2.png)   | huge_breasts, medium_hair                                           |
+|   3 |         5 | ![](samples/3/clu3-sample0.png)   | ![](samples/3/clu3-sample1.png)   | ![](samples/3/clu3-sample2.png)   | aqua_eyes, long_hair                                                |
+|   4 |         3 | ![](samples/4/clu4-sample0.png)   | ![](samples/4/clu4-sample1.png)   | ![](samples/4/clu4-sample2.png)   | long_hair, white_hair                                               |
+|   5 |         3 | ![](samples/5/clu5-sample0.png)   | ![](samples/5/clu5-sample1.png)   | ![](samples/5/clu5-sample2.png)   | aqua_eyes, wings                                                    |
+|   6 |         3 | ![](samples/6/clu6-sample0.png)   | ![](samples/6/clu6-sample1.png)   | ![](samples/6/clu6-sample2.png)   | medium_hair, wings                                                  |
+|   7 |         3 | ![](samples/7/clu7-sample0.png)   | ![](samples/7/clu7-sample1.png)   | ![](samples/7/clu7-sample2.png)   | aqua_eyes, aqua_hair, fang, multicolored_hair, skin_fang, long_hair |
+|   8 |         3 | ![](samples/8/clu8-sample0.png)   | ![](samples/8/clu8-sample1.png)   | ![](samples/8/clu8-sample2.png)   | aqua_eyes, aqua_hair, multicolored_hair                             |
+|   9 |        17 | ![](samples/9/clu9-sample0.png)   | ![](samples/9/clu9-sample1.png)   | ![](samples/9/clu9-sample2.png)   | aqua_eyes                                                           |
+|  10 |        17 | ![](samples/10/clu10-sample0.png) | ![](samples/10/clu10-sample1.png) | ![](samples/10/clu10-sample2.png) | long_hair                                                           |
+|  11 |         5 | ![](samples/11/clu11-sample0.png) | ![](samples/11/clu11-sample1.png) | ![](samples/11/clu11-sample2.png) | medium_breasts                                                      |
+|  12 |        27 | ![](samples/12/clu12-sample0.png) | ![](samples/12/clu12-sample1.png) | ![](samples/12/clu12-sample2.png) | medium_hair                                                         |
+|  13 |         6 | ![](samples/13/clu13-sample0.png) | ![](samples/13/clu13-sample1.png) | ![](samples/13/clu13-sample2.png) | huge_breasts                                                        |
+|  14 |         3 | ![](samples/14/clu14-sample0.png) | ![](samples/14/clu14-sample1.png) | ![](samples/14/clu14-sample2.png) | white_hair                                                          |
+|  15 |         3 | ![](samples/15/clu15-sample0.png) | ![](samples/15/clu15-sample1.png) | ![](samples/15/clu15-sample2.png) | hair_intakes                                                        |
+|  16 |         8 | ![](samples/16/clu16-sample0.png) | ![](samples/16/clu16-sample1.png) | ![](samples/16/clu16-sample2.png) | fangs                                                               |
+|  17 |         4 | ![](samples/17/clu17-sample0.png) | ![](samples/17/clu17-sample1.png) | ![](samples/17/clu17-sample2.png) | wings                                                               |
+|  18 |         5 | ![](samples/18/clu18-sample0.png) | ![](samples/18/clu18-sample1.png) | ![](samples/18/clu18-sample2.png) | snake_tail                                                          |
+|  19 |         4 | ![](samples/19/clu19-sample0.png) | ![](samples/19/clu19-sample1.png) | ![](samples/19/clu19-sample2.png) | horns                                                               |
+### Table Version
+|   # |   Samples | Img-1                             | Img-2                             | Img-3                             | aqua_eyes   | medium_hair   | snake_tail   | huge_breasts   | long_hair   | white_hair   | wings   | aqua_hair   | fang   | multicolored_hair   | skin_fang   | medium_breasts   | hair_intakes   | fangs   | horns   |
+|----:|----------:|:----------------------------------|:----------------------------------|:----------------------------------|:------------|:--------------|:-------------|:---------------|:------------|:-------------|:--------|:------------|:-------|:--------------------|:------------|:-----------------|:---------------|:--------|:--------|
+|   0 |         8 | ![](samples/0/clu0-sample0.png)   | ![](samples/0/clu0-sample1.png)   | ![](samples/0/clu0-sample2.png)   | X           | X             |              |                |             |              |         |             |        |                     |             |                  |                |         |         |
+|   1 |         3 | ![](samples/1/clu1-sample0.png)   | ![](samples/1/clu1-sample1.png)   | ![](samples/1/clu1-sample2.png)   | X           |               | X            |                |             |              |         |             |        |                     |             |                  |                |         |         |
+|   2 |         3 | ![](samples/2/clu2-sample0.png)   | ![](samples/2/clu2-sample1.png)   | ![](samples/2/clu2-sample2.png)   |             | X             |              | X              |             |              |         |             |        |                     |             |                  |                |         |         |
+|   3 |         5 | ![](samples/3/clu3-sample0.png)   | ![](samples/3/clu3-sample1.png)   | ![](samples/3/clu3-sample2.png)   | X           |               |              |                | X           |              |         |             |        |                     |             |                  |                |         |         |
+|   4 |         3 | ![](samples/4/clu4-sample0.png)   | ![](samples/4/clu4-sample1.png)   | ![](samples/4/clu4-sample2.png)   |             |               |              |                | X           | X            |         |             |        |                     |             |                  |                |         |         |
+|   5 |         3 | ![](samples/5/clu5-sample0.png)   | ![](samples/5/clu5-sample1.png)   | ![](samples/5/clu5-sample2.png)   | X           |               |              |                |             |              | X       |             |        |                     |             |                  |                |         |         |
+|   6 |         3 | ![](samples/6/clu6-sample0.png)   | ![](samples/6/clu6-sample1.png)   | ![](samples/6/clu6-sample2.png)   |             | X             |              |                |             |              | X       |             |        |                     |             |                  |                |         |         |
+|   7 |         3 | ![](samples/7/clu7-sample0.png)   | ![](samples/7/clu7-sample1.png)   | ![](samples/7/clu7-sample2.png)   | X           |               |              |                | X           |              |         | 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 |        17 | ![](samples/9/clu9-sample0.png)   | ![](samples/9/clu9-sample1.png)   | ![](samples/9/clu9-sample2.png)   | X           |               |              |                |             |              |         |             |        |                     |             |                  |                |         |         |
+|  10 |        17 | ![](samples/10/clu10-sample0.png) | ![](samples/10/clu10-sample1.png) | ![](samples/10/clu10-sample2.png) |             |               |              |                | X           |              |         |             |        |                     |             |                  |                |         |         |
+|  11 |         5 | ![](samples/11/clu11-sample0.png) | ![](samples/11/clu11-sample1.png) | ![](samples/11/clu11-sample2.png) |             |               |              |                |             |              |         |             |        |                     |             | X                |                |         |         |
+|  12 |        27 | ![](samples/12/clu12-sample0.png) | ![](samples/12/clu12-sample1.png) | ![](samples/12/clu12-sample2.png) |             | X             |              |                |             |              |         |             |        |                     |             |                  |                |         |         |
+|  13 |         6 | ![](samples/13/clu13-sample0.png) | ![](samples/13/clu13-sample1.png) | ![](samples/13/clu13-sample2.png) |             |               |              | X              |             |              |         |             |        |                     |             |                  |                |         |         |
+|  14 |         3 | ![](samples/14/clu14-sample0.png) | ![](samples/14/clu14-sample1.png) | ![](samples/14/clu14-sample2.png) |             |               |              |                |             | X            |         |             |        |                     |             |                  |                |         |         |
+|  15 |         3 | ![](samples/15/clu15-sample0.png) | ![](samples/15/clu15-sample1.png) | ![](samples/15/clu15-sample2.png) |             |               |              |                |             |              |         |             |        |                     |             |                  | X              |         |         |
+|  16 |         8 | ![](samples/16/clu16-sample0.png) | ![](samples/16/clu16-sample1.png) | ![](samples/16/clu16-sample2.png) |             |               |              |                |             |              |         |             |        |                     |             |                  |                | X       |         |
+|  17 |         4 | ![](samples/17/clu17-sample0.png) | ![](samples/17/clu17-sample1.png) | ![](samples/17/clu17-sample2.png) |             |               |              |                |             |              | X       |             |        |                     |             |                  |                |         |         |
+|  18 |         5 | ![](samples/18/clu18-sample0.png) | ![](samples/18/clu18-sample1.png) | ![](samples/18/clu18-sample2.png) |             |               | X            |                |             |              |         |             |        |                     |             |                  |                |         |         |
+|  19 |         4 | ![](samples/19/clu19-sample0.png) | ![](samples/19/clu19-sample1.png) | ![](samples/19/clu19-sample2.png) |             |               |              |                |             |              |         |             |        |                     |             |                  |                |         | X       |

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meta.json CHANGED Viewed

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 {
-    "name": "ho_olheyak_arknights",
-    "version": "v1.4"
 }

 {
+    "bangumi": null,
+    "base_size": 341,
+    "clusters": [
+        {
+            "id": 0,
+            "size": 8,
+            "tags": [
+                "aqua_eyes",
+                "medium_hair"
+            ]
+        },
+        {
+            "id": 1,
+            "size": 3,
+            "tags": [
+                "aqua_eyes",
+                "snake_tail"
+            ]
+        },
+        {
+            "id": 2,
+            "size": 3,
+            "tags": [
+                "huge_breasts",
+                "medium_hair"
+            ]
+        },
+        {
+            "id": 3,
+            "size": 5,
+            "tags": [
+                "aqua_eyes",
+                "long_hair"
+            ]
+        },
+        {
+            "id": 4,
+            "size": 3,
+            "tags": [
+                "long_hair",
+                "white_hair"
+            ]
+        },
+        {
+            "id": 5,
+            "size": 3,
+            "tags": [
+                "aqua_eyes",
+                "wings"
+            ]
+        },
+        {
+            "id": 6,
+            "size": 3,
+            "tags": [
+                "medium_hair",
+                "wings"
+            ]
+        },
+        {
+            "id": 7,
+            "size": 3,
+            "tags": [
+                "aqua_eyes",
+                "aqua_hair",
+                "fang",
+                "multicolored_hair",
+                "skin_fang",
+                "long_hair"
+            ]
+        },
+        {
+            "id": 8,
+            "size": 3,
+            "tags": [
+                "aqua_eyes",
+                "aqua_hair",
+                "multicolored_hair"
+            ]
+        },
+        {
+            "id": 9,
+            "size": 17,
+            "tags": [
+                "aqua_eyes"
+            ]
+        },
+        {
+            "id": 10,
+            "size": 17,
+            "tags": [
+                "long_hair"
+            ]
+        },
+        {
+            "id": 11,
+            "size": 5,
+            "tags": [
+                "medium_breasts"
+            ]
+        },
+        {
+            "id": 12,
+            "size": 27,
+            "tags": [
+                "medium_hair"
+            ]
+        },
+        {
+            "id": 13,
+            "size": 6,
+            "tags": [
+                "huge_breasts"
+            ]
+        },
+        {
+            "id": 14,
+            "size": 3,
+            "tags": [
+                "white_hair"
+            ]
+        },
+        {
+            "id": 15,
+            "size": 3,
+            "tags": [
+                "hair_intakes"
+            ]
+        },
+        {
+            "id": 16,
+            "size": 8,
+            "tags": [
+                "fangs"
+            ]
+        },
+        {
+            "id": 17,
+            "size": 4,
+            "tags": [
+                "wings"
+            ]
+        },
+        {
+            "id": 18,
+            "size": 5,
+            "tags": [
+                "snake_tail"
+            ]
+        },
+        {
+            "id": 19,
+            "size": 4,
+            "tags": [
+                "horns"
+            ]
+        }
+    ],
+    "core_tags": [
+        "grey_hair",
+        "bangs",
+        "breasts",
+        "head_wings",
+        "large_breasts",
+        "tail",
+        "hair_between_eyes",
+        "blue_eyes",
+        "green_eyes",
+        "short_hair"
+    ],
+    "display_name": "ho'olheyak/ホルハイヤ/霍尔海雅 (Arknights)",
+    "name": "ho'olheyak (Arknights)",
+    "packages": {
+        "raw": {
+            "description": "Raw data with meta information (min edge aligned to 1400 if larger).",
+            "filename": "dataset-raw.zip",
+            "package_size": 802371898,
+            "size": 341,
+            "type": "Waifuc-Raw"
+        },
+        "stage3-1200": {
+            "description": "3-stage cropped dataset with the shorter side not exceeding 800 pixels.",
+            "filename": "dataset-stage3-1200.zip",
+            "package_size": 1307012473,
+            "size": 904,
+            "type": "IMG+TXT"
+        },
+        "stage3-800": {
+            "description": "3-stage cropped dataset with the shorter side not exceeding 800 pixels.",
+            "filename": "dataset-stage3-800.zip",
+            "package_size": 779948612,
+            "size": 904,
+            "type": "IMG+TXT"
+        },
+        "stage3-p480-1200": {
+            "description": "3-stage cropped dataset with the area not less than 480x480 pixels.",
+            "filename": "dataset-stage3-p480-1200.zip",
+            "package_size": 1304312551,
+            "size": 893,
+            "type": "IMG+TXT"
+        },
+        "stage3-p480-800": {
+            "description": "3-stage cropped dataset with the area not less than 480x480 pixels.",
+            "filename": "dataset-stage3-p480-800.zip",
+            "package_size": 777248690,
+            "size": 893,
+            "type": "IMG+TXT"
+        }
+    },
+    "version": "v1.5"
 }