Publish character 'tenkuubashi_tomoka (THE iDOLM@STER: Million Live!)' to repository, on 2024-01-16 02:37:44 UTC

README.md

@@ -9,22 +9,71 @@ size_categories:
 - n<1K
 ---
 
-# Dataset of tenkuubashi_tomoka (THE iDOLM@STER: Million Live!)
+# Dataset of tenkuubashi_tomoka/天空橋朋花 (THE iDOLM@STER: Million Live!)
 
-This is the dataset of tenkuubashi_tomoka (THE iDOLM@STER: Million Live!), containing 111 images and their tags.
+This is the dataset of tenkuubashi_tomoka/天空橋朋花 (THE iDOLM@STER: Million Live!), containing 175 images and their tags.
+
+The core tags of this character are `brown_hair, brown_eyes, long_hair, hair_bun, single_hair_bun, bangs, breasts, sidelocks`, 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         |      111 | [Download](dataset-raw.zip)         | Raw data with meta information.                                          |
-| raw-stage3  |      305 | [Download](dataset-raw-stage3.zip)  | 3-stage cropped raw data with meta information.                          |
-| 384x512     |      111 | [Download](dataset-384x512.zip)     | 384x512 aligned dataset.                                                 |
-| 512x512     |      111 | [Download](dataset-512x512.zip)     | 512x512 aligned dataset.                                                 |
-| 512x704     |      111 | [Download](dataset-512x704.zip)     | 512x704 aligned dataset.                                                 |
-| 640x640     |      111 | [Download](dataset-640x640.zip)     | 640x640 aligned dataset.                                                 |
-| 640x880     |      111 | [Download](dataset-640x880.zip)     | 640x880 aligned dataset.                                                 |
-| stage3-640  |      305 | [Download](dataset-stage3-640.zip)  | 3-stage cropped dataset with the shorter side not exceeding 640 pixels.  |
-| stage3-800  |      305 | [Download](dataset-stage3-800.zip)  | 3-stage cropped dataset with the shorter side not exceeding 800 pixels.  |
-| stage3-1200 |      305 | [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              |      175 | 205.13 MiB | [Download](https://huggingface.co/datasets/CyberHarem/tenkuubashi_tomoka_theidolmstermillionlive/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
+| 800              |      175 | 129.96 MiB | [Download](https://huggingface.co/datasets/CyberHarem/tenkuubashi_tomoka_theidolmstermillionlive/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
+| stage3-p480-800  |      393 | 266.01 MiB | [Download](https://huggingface.co/datasets/CyberHarem/tenkuubashi_tomoka_theidolmstermillionlive/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
+| 1200             |      175 | 185.74 MiB | [Download](https://huggingface.co/datasets/CyberHarem/tenkuubashi_tomoka_theidolmstermillionlive/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
+| stage3-p480-1200 |      393 | 357.52 MiB | [Download](https://huggingface.co/datasets/CyberHarem/tenkuubashi_tomoka_theidolmstermillionlive/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/tenkuubashi_tomoka_theidolmstermillionlive',
+    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 |         8 | ![](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, smile, solo, heart, looking_at_viewer, fingerless_gloves, belt, hand_fan, open_mouth, sitting                                                                                             |
+|   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, looking_at_viewer, medium_breasts, simple_background, solo, white_background, blush, cleavage, collarbone, cowboy_shot, navel, bare_shoulders, babydoll, bikini, lingerie, panties, smile |
+|   2 |        14 | ![](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, solo, looking_at_viewer, bare_shoulders, rose, smile, red_eyes, black_dress, cleavage, feathered_wings, medium_breasts, black_gloves, blue_flower, feathers, hair_flower, open_mouth      |
+
+### Table Version
+
+|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | smile   | solo   | heart   | looking_at_viewer   | fingerless_gloves   | belt   | hand_fan   | open_mouth   | sitting   | medium_breasts   | simple_background   | white_background   | blush   | cleavage   | collarbone   | cowboy_shot   | navel   | bare_shoulders   | babydoll   | bikini   | lingerie   | panties   | rose   | red_eyes   | black_dress   | feathered_wings   | black_gloves   | blue_flower   | feathers   | hair_flower   |
+|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------|:-------|:--------|:--------------------|:--------------------|:-------|:-----------|:-------------|:----------|:-----------------|:--------------------|:-------------------|:--------|:-----------|:-------------|:--------------|:--------|:-----------------|:-----------|:---------|:-----------|:----------|:-------|:-----------|:--------------|:------------------|:---------------|:--------------|:-----------|:--------------|
+|   0 |         8 | ![](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         |                  |                     |                    |         |            |              |               |         |                  |            |          |            |           |        |            |               |                   |                |               |            |               |
+|   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 |        14 | ![](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              | X             | X          | X             |
 

dataset-1200.zip

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+size 194766553

dataset-640x880.zip

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-size 59623037

dataset-800.zip

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+oid sha256:7decc9a2b3df6d7a1e2353162fca6d647f2f7f105d602594d505ea24898133c1
+size 136273280

dataset-raw-stage3.zip

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-size 215260199

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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+size 374884619

dataset-stage3-p480-800.zip

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+size 278930210

meta.json

@@ -1,4 +1,117 @@
 {
+    "bangumi": null,
+    "base_size": 175,
+    "clusters": [
+        {
+            "id": 0,
+            "size": 8,
+            "tags": [
+                "1girl",
+                "smile",
+                "solo",
+                "heart",
+                "looking_at_viewer",
+                "fingerless_gloves",
+                "belt",
+                "hand_fan",
+                "open_mouth",
+                "sitting"
+            ]
+        },
+        {
+            "id": 1,
+            "size": 5,
+            "tags": [
+                "1girl",
+                "looking_at_viewer",
+                "medium_breasts",
+                "simple_background",
+                "solo",
+                "white_background",
+                "blush",
+                "cleavage",
+                "collarbone",
+                "cowboy_shot",
+                "navel",
+                "bare_shoulders",
+                "babydoll",
+                "bikini",
+                "lingerie",
+                "panties",
+                "smile"
+            ]
+        },
+        {
+            "id": 2,
+            "size": 14,
+            "tags": [
+                "1girl",
+                "solo",
+                "looking_at_viewer",
+                "bare_shoulders",
+                "rose",
+                "smile",
+                "red_eyes",
+                "black_dress",
+                "cleavage",
+                "feathered_wings",
+                "medium_breasts",
+                "black_gloves",
+                "blue_flower",
+                "feathers",
+                "hair_flower",
+                "open_mouth"
+            ]
+        }
+    ],
+    "core_tags": [
+        "brown_hair",
+        "brown_eyes",
+        "long_hair",
+        "hair_bun",
+        "single_hair_bun",
+        "bangs",
+        "breasts",
+        "sidelocks"
+    ],
+    "display_name": "tenkuubashi_tomoka/天空橋朋花 (THE iDOLM@STER: Million Live!)",
     "name": "tenkuubashi_tomoka (THE iDOLM@STER: Million Live!)",
-    "version": "v1.4"
+    "packages": {
+        "1200": {
+            "description": "dataset with the shorter side not exceeding 1200 pixels.",
+            "filename": "dataset-1200.zip",
+            "package_size": 194766553,
+            "size": 175,
+            "type": "IMG+TXT"
+        },
+        "800": {
+            "description": "dataset with the shorter side not exceeding 800 pixels.",
+            "filename": "dataset-800.zip",
+            "package_size": 136273280,
+            "size": 175,
+            "type": "IMG+TXT"
+        },
+        "raw": {
+            "description": "Raw data with meta information (min edge aligned to 1400 if larger).",
+            "filename": "dataset-raw.zip",
+            "package_size": 215096098,
+            "size": 175,
+            "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": 374884619,
+            "size": 393,
+            "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": 278930210,
+            "size": 393,
+            "type": "IMG+TXT"
+        }
+    },
+    "version": "v1.5"
 }