Publish character 'yamato_aki (THE iDOLM@STER: Cinderella Girls)' to repository, on 2024-01-16 19:52:56 UTC

README.md

@@ -9,22 +9,69 @@ size_categories:
 - n<1K
 ---
 
-# Dataset of yamato_aki (THE iDOLM@STER: Cinderella Girls)
+# Dataset of yamato_aki/大和亜季 (THE iDOLM@STER: Cinderella Girls)
 
-This is the dataset of yamato_aki (THE iDOLM@STER: Cinderella Girls), containing 108 images and their tags.
+This is the dataset of yamato_aki/大和亜季 (THE iDOLM@STER: Cinderella Girls), containing 137 images and their tags.
+
+The core tags of this character are `green_eyes, long_hair, breasts, ponytail, large_breasts, black_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)).
 
-| Name        |   Images | Download                            | Description                                                              |
-|:------------|---------:|:------------------------------------|:-------------------------------------------------------------------------|
-| raw         |      108 | [Download](dataset-raw.zip)         | Raw data with meta information.                                          |
-| raw-stage3  |      286 | [Download](dataset-raw-stage3.zip)  | 3-stage cropped raw data with meta information.                          |
-| 384x512     |      108 | [Download](dataset-384x512.zip)     | 384x512 aligned dataset.                                                 |
-| 512x512     |      108 | [Download](dataset-512x512.zip)     | 512x512 aligned dataset.                                                 |
-| 512x704     |      108 | [Download](dataset-512x704.zip)     | 512x704 aligned dataset.                                                 |
-| 640x640     |      108 | [Download](dataset-640x640.zip)     | 640x640 aligned dataset.                                                 |
-| 640x880     |      108 | [Download](dataset-640x880.zip)     | 640x880 aligned dataset.                                                 |
-| stage3-640  |      286 | [Download](dataset-stage3-640.zip)  | 3-stage cropped dataset with the shorter side not exceeding 640 pixels.  |
-| stage3-800  |      286 | [Download](dataset-stage3-800.zip)  | 3-stage cropped dataset with the shorter side not exceeding 800 pixels.  |
-| stage3-1200 |      286 | [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              |      137 | 138.96 MiB | [Download](https://huggingface.co/datasets/CyberHarem/yamato_aki_idolmastercinderellagirls/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
+| 800              |      137 | 92.52 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/yamato_aki_idolmastercinderellagirls/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
+| stage3-p480-800  |      305 | 182.24 MiB | [Download](https://huggingface.co/datasets/CyberHarem/yamato_aki_idolmastercinderellagirls/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
+| 1200             |      137 | 127.00 MiB | [Download](https://huggingface.co/datasets/CyberHarem/yamato_aki_idolmastercinderellagirls/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
+| stage3-p480-1200 |      305 | 238.61 MiB | [Download](https://huggingface.co/datasets/CyberHarem/yamato_aki_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/yamato_aki_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 |        20 | ![](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, smile, camouflage, navel, cleavage, fingerless_gloves, beret, dog_tags, looking_at_viewer, bikini, military, black_gloves, open_mouth, shorts, uniform, earrings, midriff, one_eye_closed, rifle |
+|   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, navel, simple_background, smile, solo, white_background, abs, midriff, looking_at_viewer, cleavage, collarbone, huge_breasts, muscular_female, open_mouth, sports_bra                                  |
+
+### Table Version
+
+|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | solo   | smile   | camouflage   | navel   | cleavage   | fingerless_gloves   | beret   | dog_tags   | looking_at_viewer   | bikini   | military   | black_gloves   | open_mouth   | shorts   | uniform   | earrings   | midriff   | one_eye_closed   | rifle   | simple_background   | white_background   | abs   | collarbone   | huge_breasts   | muscular_female   | sports_bra   |
+|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-------|:--------|:-------------|:--------|:-----------|:--------------------|:--------|:-----------|:--------------------|:---------|:-----------|:---------------|:-------------|:---------|:----------|:-----------|:----------|:-----------------|:--------|:--------------------|:-------------------|:------|:-------------|:---------------|:------------------|:-------------|
+|   0 |        20 | ![](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            |
 

dataset-1200.zip

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+size 133164342

dataset-640x880.zip

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-oid sha256:89f507ab69f03d1cd0fb00939957759b475187e239b96ca9322f8d377b975684
-size 57007096

dataset-384x512.zip → dataset-800.zip

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+oid sha256:3ab05e045174175241c82e7c84738e88c412a2d037926463e2a14e078b8bbe17
+size 97011198

dataset-raw-stage3.zip

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-size 154296586

dataset-raw.zip

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+size 145708590

dataset-stage3-1200.zip

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-size 151353192

dataset-stage3-640.zip

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-oid sha256:6ff1e97e077e31d36750993520bba001573dd439b983684852ee57b830d8ca43
-size 124011922

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 +1,101 @@
 {
+    "bangumi": null,
+    "base_size": 137,
+    "clusters": [
+        {
+            "id": 0,
+            "size": 20,
+            "tags": [
+                "1girl",
+                "solo",
+                "smile",
+                "camouflage",
+                "navel",
+                "cleavage",
+                "fingerless_gloves",
+                "beret",
+                "dog_tags",
+                "looking_at_viewer",
+                "bikini",
+                "military",
+                "black_gloves",
+                "open_mouth",
+                "shorts",
+                "uniform",
+                "earrings",
+                "midriff",
+                "one_eye_closed",
+                "rifle"
+            ]
+        },
+        {
+            "id": 1,
+            "size": 5,
+            "tags": [
+                "1girl",
+                "navel",
+                "simple_background",
+                "smile",
+                "solo",
+                "white_background",
+                "abs",
+                "midriff",
+                "looking_at_viewer",
+                "cleavage",
+                "collarbone",
+                "huge_breasts",
+                "muscular_female",
+                "open_mouth",
+                "sports_bra"
+            ]
+        }
+    ],
+    "core_tags": [
+        "green_eyes",
+        "long_hair",
+        "breasts",
+        "ponytail",
+        "large_breasts",
+        "black_hair"
+    ],
+    "display_name": "yamato_aki/大和亜季 (THE iDOLM@STER: Cinderella Girls)",
     "name": "yamato_aki (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": 133164342,
+            "size": 137,
+            "type": "IMG+TXT"
+        },
+        "800": {
+            "description": "dataset with the shorter side not exceeding 800 pixels.",
+            "filename": "dataset-800.zip",
+            "package_size": 97011198,
+            "size": 137,
+            "type": "IMG+TXT"
+        },
+        "raw": {
+            "description": "Raw data with meta information (min edge aligned to 1400 if larger).",
+            "filename": "dataset-raw.zip",
+            "package_size": 145708590,
+            "size": 137,
+            "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": 250203761,
+            "size": 305,
+            "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": 191096545,
+            "size": 305,
+            "type": "IMG+TXT"
+        }
+    },
+    "version": "v1.5"
 }