Publish character 'kita_hinako (THE iDOLM@STER: Cinderella Girls)' to repository, on 2024-01-16 18:58:09 UTC

README.md

@@ -9,22 +9,67 @@ size_categories:
 - n<1K
 ---
 
-# Dataset of kita_hinako (THE iDOLM@STER: Cinderella Girls)
+# Dataset of kita_hinako/喜多日菜子 (THE iDOLM@STER: Cinderella Girls)
 
-This is the dataset of kita_hinako (THE iDOLM@STER: Cinderella Girls), containing 71 images and their tags.
+This is the dataset of kita_hinako/喜多日菜子 (THE iDOLM@STER: Cinderella Girls), containing 112 images and their tags.
+
+The core tags of this character are `brown_hair, brown_eyes, short_hair, hat, bangs`, 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         |       71 | [Download](dataset-raw.zip)         | Raw data with meta information.                                          |
-| raw-stage3  |      193 | [Download](dataset-raw-stage3.zip)  | 3-stage cropped raw data with meta information.                          |
-| 384x512     |       71 | [Download](dataset-384x512.zip)     | 384x512 aligned dataset.                                                 |
-| 512x512     |       71 | [Download](dataset-512x512.zip)     | 512x512 aligned dataset.                                                 |
-| 512x704     |       71 | [Download](dataset-512x704.zip)     | 512x704 aligned dataset.                                                 |
-| 640x640     |       71 | [Download](dataset-640x640.zip)     | 640x640 aligned dataset.                                                 |
-| 640x880     |       71 | [Download](dataset-640x880.zip)     | 640x880 aligned dataset.                                                 |
-| stage3-640  |      193 | [Download](dataset-stage3-640.zip)  | 3-stage cropped dataset with the shorter side not exceeding 640 pixels.  |
-| stage3-800  |      193 | [Download](dataset-stage3-800.zip)  | 3-stage cropped dataset with the shorter side not exceeding 800 pixels.  |
-| stage3-1200 |      193 | [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              |      112 | 93.98 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/kita_hinako_idolmastercinderellagirls/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
+| 800              |      112 | 66.89 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/kita_hinako_idolmastercinderellagirls/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
+| stage3-p480-800  |      237 | 131.39 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kita_hinako_idolmastercinderellagirls/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
+| 1200             |      112 | 87.82 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/kita_hinako_idolmastercinderellagirls/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
+| stage3-p480-1200 |      237 | 166.37 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kita_hinako_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/kita_hinako_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 |        24 | ![](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, blush, solo, open_mouth, smile, dress, jewelry |
+
+### Table Version
+
+|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | blush   | solo   | open_mouth   | smile   | dress   | jewelry   |
+|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------|:-------|:-------------|:--------|:--------|:----------|
+|   0 |        24 | ![](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         |
 

dataset-384x512.zip → dataset-1200.zip

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dataset-640x880.zip

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dataset-512x512.zip → dataset-800.zip

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dataset-raw-stage3.zip

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dataset-raw.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 +1,66 @@
 {
+    "bangumi": null,
+    "base_size": 112,
+    "clusters": [
+        {
+            "id": 0,
+            "size": 24,
+            "tags": [
+                "1girl",
+                "blush",
+                "solo",
+                "open_mouth",
+                "smile",
+                "dress",
+                "jewelry"
+            ]
+        }
+    ],
+    "core_tags": [
+        "brown_hair",
+        "brown_eyes",
+        "short_hair",
+        "hat",
+        "bangs"
+    ],
+    "display_name": "kita_hinako/喜多日菜子 (THE iDOLM@STER: Cinderella Girls)",
     "name": "kita_hinako (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": 92083608,
+            "size": 112,
+            "type": "IMG+TXT"
+        },
+        "800": {
+            "description": "dataset with the shorter side not exceeding 800 pixels.",
+            "filename": "dataset-800.zip",
+            "package_size": 70136583,
+            "size": 112,
+            "type": "IMG+TXT"
+        },
+        "raw": {
+            "description": "Raw data with meta information (min edge aligned to 1400 if larger).",
+            "filename": "dataset-raw.zip",
+            "package_size": 98549467,
+            "size": 112,
+            "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": 174447067,
+            "size": 237,
+            "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": 137775885,
+            "size": 237,
+            "type": "IMG+TXT"
+        }
+    },
+    "version": "v1.5"
 }