Publish character 'great_spirit_reno_maougakuinnofutekigousha' to repository, on 2024-04-13 16:18:37 UTC

README.md

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+---
+license: mit
+task_categories:
+- text-to-image
+tags:
+- art
+- not-for-all-audiences
+size_categories:
+- n<1K
+---
+
+# Dataset of Great Spirit Reno/大精霊レノ (Maou Gakuin no Futekigousha)
+
+This is the dataset of Great Spirit Reno/大精霊レノ (Maou Gakuin no Futekigousha), containing 224 images and their tags.
+
+The core tags of this character are `long_hair, green_hair, hair_ornament, pointy_ears, breasts, crown, red_eyes`, 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              |      224 | 235.30 MiB | [Download](https://huggingface.co/datasets/CyberHarem/great_spirit_reno_maougakuinnofutekigousha/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
+| 1200             |      224 | 235.23 MiB | [Download](https://huggingface.co/datasets/CyberHarem/great_spirit_reno_maougakuinnofutekigousha/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
+| stage3-p480-1200 |      456 | 425.38 MiB | [Download](https://huggingface.co/datasets/CyberHarem/great_spirit_reno_maougakuinnofutekigousha/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/great_spirit_reno_maougakuinnofutekigousha',
+    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 |        26 | ![](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, bare_shoulders, white_dress, cleavage, upper_body, collarbone, anime_coloring, large_breasts, detached_sleeves, looking_at_viewer, open_mouth               |
+|   1 |         5 | ![](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, collarbone, single_horn, solo, open_mouth, upper_body, bare_shoulders, cleavage, wings                                                                            |
+|   2 |         6 | ![](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, anime_coloring, bare_shoulders, open_mouth, solo, closed_eyes, collarbone, crying, tears, wings                                                                   |
+|   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, bare_shoulders, cleavage, solo, very_long_hair, white_dress, cloud, detached_sleeves, large_breasts, sky, ice, puffy_sleeves, smile, flower, open_mouth, outdoors |
+|   4 |         8 | ![](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, portrait, solo, looking_at_viewer, symbol-shaped_pupils, collarbone, closed_mouth, hair_between_eyes, bare_shoulders, :d, open_mouth                              |
+|   5 |         7 | ![](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, solo, anime_coloring, bare_shoulders, closed_mouth, collarbone, portrait, outdoors                                                                                |
+|   6 |         5 | ![](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, closed_mouth, hair_between_eyes, holding_sword, solo, frown, upper_body, serious                                                                                  |
+
+### Table Version
+
+|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | solo   | bare_shoulders   | white_dress   | cleavage   | upper_body   | collarbone   | anime_coloring   | large_breasts   | detached_sleeves   | looking_at_viewer   | open_mouth   | single_horn   | wings   | closed_eyes   | crying   | tears   | very_long_hair   | cloud   | sky   | ice   | puffy_sleeves   | smile   | flower   | outdoors   | portrait   | symbol-shaped_pupils   | closed_mouth   | hair_between_eyes   | :d   | holding_sword   | frown   | serious   |
+|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-------|:-----------------|:--------------|:-----------|:-------------|:-------------|:-----------------|:----------------|:-------------------|:--------------------|:-------------|:--------------|:--------|:--------------|:---------|:--------|:-----------------|:--------|:------|:------|:----------------|:--------|:---------|:-----------|:-----------|:-----------------------|:---------------|:--------------------|:-----|:----------------|:--------|:----------|
+|   0 |        26 | ![](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            |               |         |               |          |         |                  |         |       |       |                 |         |          |            |            |                        |                |                     |      |                 |         |           |
+|   1 |         5 | ![](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       |               |          |         |                  |         |       |       |                 |         |          |            |            |                        |                |                     |      |                 |         |           |
+|   2 |         6 | ![](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       |                  |         |       |       |                 |         |          |            |            |                        |                |                     |      |                 |         |           |
+|   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          |            |                        |                |                     |      |                 |         |           |
+|   4 |         8 | ![](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    |                 |         |           |
+|   5 |         7 | ![](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              |                     |      |                 |         |           |
+|   6 |         5 | ![](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         |
+

dataset-1200.zip

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+version https://git-lfs.github.com/spec/v1
+oid sha256:334a5a0743d5b30c31bbd43f41bc380e28737be64d9b1807880815ec1ff75729
+size 246653840

dataset-raw.zip

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+version https://git-lfs.github.com/spec/v1
+oid sha256:cef0186732d03c449424913d6105be8d859628351c0a2eac4200064820bc3428
+size 246730550

dataset-stage3-p480-1200.zip

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+version https://git-lfs.github.com/spec/v1
+oid sha256:803df2a378501364231b6f54de39959e3f17d8fbee6b3dafac4ade2b8b194849
+size 446042033

meta.json

@@ -0,0 +1,157 @@
+{
+    "bangumi": "BangumiBase/maougakuinnofutekigousha",
+    "base_size": 224,
+    "clusters": [
+        {
+            "id": 0,
+            "size": 26,
+            "tags": [
+                "1girl",
+                "solo",
+                "bare_shoulders",
+                "white_dress",
+                "cleavage",
+                "upper_body",
+                "collarbone",
+                "anime_coloring",
+                "large_breasts",
+                "detached_sleeves",
+                "looking_at_viewer",
+                "open_mouth"
+            ]
+        },
+        {
+            "id": 1,
+            "size": 5,
+            "tags": [
+                "1girl",
+                "collarbone",
+                "single_horn",
+                "solo",
+                "open_mouth",
+                "upper_body",
+                "bare_shoulders",
+                "cleavage",
+                "wings"
+            ]
+        },
+        {
+            "id": 2,
+            "size": 6,
+            "tags": [
+                "1girl",
+                "anime_coloring",
+                "bare_shoulders",
+                "open_mouth",
+                "solo",
+                "closed_eyes",
+                "collarbone",
+                "crying",
+                "tears",
+                "wings"
+            ]
+        },
+        {
+            "id": 3,
+            "size": 5,
+            "tags": [
+                "1girl",
+                "bare_shoulders",
+                "cleavage",
+                "solo",
+                "very_long_hair",
+                "white_dress",
+                "cloud",
+                "detached_sleeves",
+                "large_breasts",
+                "sky",
+                "ice",
+                "puffy_sleeves",
+                "smile",
+                "flower",
+                "open_mouth",
+                "outdoors"
+            ]
+        },
+        {
+            "id": 4,
+            "size": 8,
+            "tags": [
+                "1girl",
+                "portrait",
+                "solo",
+                "looking_at_viewer",
+                "symbol-shaped_pupils",
+                "collarbone",
+                "closed_mouth",
+                "hair_between_eyes",
+                "bare_shoulders",
+                ":d",
+                "open_mouth"
+            ]
+        },
+        {
+            "id": 5,
+            "size": 7,
+            "tags": [
+                "1girl",
+                "solo",
+                "anime_coloring",
+                "bare_shoulders",
+                "closed_mouth",
+                "collarbone",
+                "portrait",
+                "outdoors"
+            ]
+        },
+        {
+            "id": 6,
+            "size": 5,
+            "tags": [
+                "1girl",
+                "closed_mouth",
+                "hair_between_eyes",
+                "holding_sword",
+                "solo",
+                "frown",
+                "upper_body",
+                "serious"
+            ]
+        }
+    ],
+    "core_tags": [
+        "long_hair",
+        "green_hair",
+        "hair_ornament",
+        "pointy_ears",
+        "breasts",
+        "crown",
+        "red_eyes"
+    ],
+    "display_name": "Great Spirit Reno/大精霊レノ (Maou Gakuin no Futekigousha)",
+    "name": "great_spirit_reno_maougakuinnofutekigousha",
+    "packages": {
+        "1200": {
+            "description": "dataset with the shorter side not exceeding 1200 pixels.",
+            "filename": "dataset-1200.zip",
+            "package_size": 246653840,
+            "size": 224,
+            "type": "IMG+TXT"
+        },
+        "raw": {
+            "description": "Raw data with meta information (min edge aligned to 1400 if larger).",
+            "filename": "dataset-raw.zip",
+            "package_size": 246730550,
+            "size": 224,
+            "type": "Waifuc-Raw"
+        },
+        "stage3-p480-1200": {
+            "description": "3-stage cropped dataset with the area not less than 480x480 pixels.",
+            "filename": "dataset-stage3-p480-1200.zip",
+            "package_size": 446042033,
+            "size": 456,
+            "type": "IMG+TXT"
+        }
+    },
+    "version": "v1.5.1"
+}