Publish character 'kiryuu_tsukasa (THE iDOLM@STER: Cinderella Girls)' to repository, on 2024-01-16 20:23:34 UTC

README.md

@@ -9,22 +9,71 @@ size_categories:
 - n<1K
 ---
 
-# Dataset of kiryuu_tsukasa (THE iDOLM@STER: Cinderella Girls)
+# Dataset of kiryuu_tsukasa/桐生つかさ (THE iDOLM@STER: Cinderella Girls)
 
-This is the dataset of kiryuu_tsukasa (THE iDOLM@STER: Cinderella Girls), containing 114 images and their tags.
+This is the dataset of kiryuu_tsukasa/桐生つかさ (THE iDOLM@STER: Cinderella Girls), containing 157 images and their tags.
+
+The core tags of this character are `blonde_hair, purple_eyes, long_hair, earrings, breasts, bangs, bow, medium_breasts, braid`, 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)).
 
-| Name        |   Images | Download                            | Description                                                              |
-|:------------|---------:|:------------------------------------|:-------------------------------------------------------------------------|
-| raw         |      114 | [Download](dataset-raw.zip)         | Raw data with meta information.                                          |
-| raw-stage3  |      300 | [Download](dataset-raw-stage3.zip)  | 3-stage cropped raw data with meta information.                          |
-| 384x512     |      114 | [Download](dataset-384x512.zip)     | 384x512 aligned dataset.                                                 |
-| 512x512     |      114 | [Download](dataset-512x512.zip)     | 512x512 aligned dataset.                                                 |
-| 512x704     |      114 | [Download](dataset-512x704.zip)     | 512x704 aligned dataset.                                                 |
-| 640x640     |      114 | [Download](dataset-640x640.zip)     | 640x640 aligned dataset.                                                 |
-| 640x880     |      114 | [Download](dataset-640x880.zip)     | 640x880 aligned dataset.                                                 |
-| stage3-640  |      300 | [Download](dataset-stage3-640.zip)  | 3-stage cropped dataset with the shorter side not exceeding 640 pixels.  |
-| stage3-800  |      300 | [Download](dataset-stage3-800.zip)  | 3-stage cropped dataset with the shorter side not exceeding 800 pixels.  |
-| stage3-1200 |      300 | [Download](dataset-stage3-1200.zip) | 3-stage cropped dataset with the shorter side not exceeding 1200 pixels. |
+## List of Packages
+
+| Name             |   Images | Size       | Download                                                                                                                                  | Type       | Description                                                          |
+|:-----------------|---------:|:-----------|:------------------------------------------------------------------------------------------------------------------------------------------|:-----------|:---------------------------------------------------------------------|
+| raw              |      157 | 191.66 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kiryuu_tsukasa_idolmastercinderellagirls/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
+| 800              |      157 | 121.52 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kiryuu_tsukasa_idolmastercinderellagirls/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
+| stage3-p480-800  |      363 | 250.10 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kiryuu_tsukasa_idolmastercinderellagirls/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
+| 1200             |      157 | 176.39 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kiryuu_tsukasa_idolmastercinderellagirls/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
+| stage3-p480-1200 |      363 | 336.75 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kiryuu_tsukasa_idolmastercinderellagirls/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/kiryuu_tsukasa_idolmastercinderellagirls',
+    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 |        13 | ![](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) | necklace, 1girl, smile, solo, shirt, hair_bow, bracelet, cleavage, french_braid, looking_at_viewer, plaid_skirt, white_bow, collarbone, ring, wavy_hair, school_uniform, blush, crown_braid, pleated_skirt, white_background |
+|   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, looking_at_viewer, smile, solo, blush, necklace, sleeveless_dress, bracelet, open_mouth, white_background, white_dress, ahoge, bare_shoulders, cleavage, closed_mouth, hair_bow                           |
+|   2 |         9 | ![](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, hair_ornament, smile, solo, blue_dress, jewelry, looking_at_viewer, ponytail, black_gloves, open_mouth, sleeveless_dress, bare_shoulders, microphone                                                                  |
+
+### Table Version
+
+|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | necklace   | 1girl   | smile   | solo   | shirt   | hair_bow   | bracelet   | cleavage   | french_braid   | looking_at_viewer   | plaid_skirt   | white_bow   | collarbone   | ring   | wavy_hair   | school_uniform   | blush   | crown_braid   | pleated_skirt   | white_background   | sleeveless_dress   | open_mouth   | white_dress   | ahoge   | bare_shoulders   | closed_mouth   | hair_ornament   | blue_dress   | jewelry   | ponytail   | black_gloves   | microphone   |
+|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:-----------|:--------|:--------|:-------|:--------|:-----------|:-----------|:-----------|:---------------|:--------------------|:--------------|:------------|:-------------|:-------|:------------|:-----------------|:--------|:--------------|:----------------|:-------------------|:-------------------|:-------------|:--------------|:--------|:-----------------|:---------------|:----------------|:-------------|:----------|:-----------|:---------------|:-------------|
+|   0 |        13 | ![](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 |         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            |        |             |                  | X       |               |                 | X                  | X                  | X            | X             | X       | X                | X              |                 |              |           |            |                |              |
+|   2 |         9 | ![](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            |
 

dataset-1200.zip

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+size 184962169

dataset-640x880.zip

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-size 66333098

dataset-800.zip

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+size 127421270

dataset-raw-stage3.zip

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dataset-stage3-1200.zip

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dataset-stage3-640.zip

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dataset-stage3-800.zip

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dataset-stage3-p480-1200.zip

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dataset-stage3-p480-800.zip

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meta.json

@@ -1,4 +1,125 @@
 {
+    "bangumi": null,
+    "base_size": 157,
+    "clusters": [
+        {
+            "id": 0,
+            "size": 13,
+            "tags": [
+                "necklace",
+                "1girl",
+                "smile",
+                "solo",
+                "shirt",
+                "hair_bow",
+                "bracelet",
+                "cleavage",
+                "french_braid",
+                "looking_at_viewer",
+                "plaid_skirt",
+                "white_bow",
+                "collarbone",
+                "ring",
+                "wavy_hair",
+                "school_uniform",
+                "blush",
+                "crown_braid",
+                "pleated_skirt",
+                "white_background"
+            ]
+        },
+        {
+            "id": 1,
+            "size": 5,
+            "tags": [
+                "1girl",
+                "collarbone",
+                "looking_at_viewer",
+                "smile",
+                "solo",
+                "blush",
+                "necklace",
+                "sleeveless_dress",
+                "bracelet",
+                "open_mouth",
+                "white_background",
+                "white_dress",
+                "ahoge",
+                "bare_shoulders",
+                "cleavage",
+                "closed_mouth",
+                "hair_bow"
+            ]
+        },
+        {
+            "id": 2,
+            "size": 9,
+            "tags": [
+                "1girl",
+                "hair_ornament",
+                "smile",
+                "solo",
+                "blue_dress",
+                "jewelry",
+                "looking_at_viewer",
+                "ponytail",
+                "black_gloves",
+                "open_mouth",
+                "sleeveless_dress",
+                "bare_shoulders",
+                "microphone"
+            ]
+        }
+    ],
+    "core_tags": [
+        "blonde_hair",
+        "purple_eyes",
+        "long_hair",
+        "earrings",
+        "breasts",
+        "bangs",
+        "bow",
+        "medium_breasts",
+        "braid"
+    ],
+    "display_name": "kiryuu_tsukasa/桐生つかさ (THE iDOLM@STER: Cinderella Girls)",
     "name": "kiryuu_tsukasa (THE iDOLM@STER: Cinderella Girls)",
-    "version": "v1.4"
+    "packages": {
+        "1200": {
+            "description": "dataset with the shorter side not exceeding 1200 pixels.",
+            "filename": "dataset-1200.zip",
+            "package_size": 184962169,
+            "size": 157,
+            "type": "IMG+TXT"
+        },
+        "800": {
+            "description": "dataset with the shorter side not exceeding 800 pixels.",
+            "filename": "dataset-800.zip",
+            "package_size": 127421270,
+            "size": 157,
+            "type": "IMG+TXT"
+        },
+        "raw": {
+            "description": "Raw data with meta information (min edge aligned to 1400 if larger).",
+            "filename": "dataset-raw.zip",
+            "package_size": 200973041,
+            "size": 157,
+            "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": 353112751,
+            "size": 363,
+            "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": 262246346,
+            "size": 363,
+            "type": "IMG+TXT"
+        }
+    },
+    "version": "v1.5"
 }