Publish character 'toutetsu_yuuma (Touhou)' to repository, on 2024-01-15 10:29:02 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 toutetsu_yuuma (Touhou)
+
+This is the dataset of toutetsu_yuuma (Touhou), containing 20 images and their tags.
+
+The core tags of this character are `horns, red_eyes, ribbon, earrings, pointy_ears, short_hair, horn_ornament, red_horns, white_hair, horn_ribbon, bangs, curly_hair, sheep_horns, grey_hair, horizontal_pupils`, 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              |       20 | 44.78 MiB | [Download](https://huggingface.co/datasets/CyberHarem/toutetsu_yuuma_touhou/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
+| 800              |       20 | 20.67 MiB | [Download](https://huggingface.co/datasets/CyberHarem/toutetsu_yuuma_touhou/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
+| stage3-p480-800  |       54 | 47.08 MiB | [Download](https://huggingface.co/datasets/CyberHarem/toutetsu_yuuma_touhou/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
+| 1200             |       20 | 37.27 MiB | [Download](https://huggingface.co/datasets/CyberHarem/toutetsu_yuuma_touhou/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
+| stage3-p480-1200 |       54 | 74.61 MiB | [Download](https://huggingface.co/datasets/CyberHarem/toutetsu_yuuma_touhou/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/toutetsu_yuuma_touhou',
+    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, jewelry, solo, blue_dress, red_sleeves, sharp_teeth, looking_at_viewer, bare_shoulders, detached_sleeves, oversized_object, smile, open_mouth, spoon |
+
+### Table Version
+
+|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | jewelry   | solo   | blue_dress   | red_sleeves   | sharp_teeth   | looking_at_viewer   | bare_shoulders   | detached_sleeves   | oversized_object   | smile   | open_mouth   | spoon   |
+|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:----------|:-------|:-------------|:--------------|:--------------|:--------------------|:-----------------|:-------------------|:-------------------|:--------|:-------------|:--------|
+|   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       |
+

dataset-1200.zip

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+version https://git-lfs.github.com/spec/v1
+oid sha256:8a754bf2038370d3092d3eb31db0ffc86db8a41d5c41cc23471311ac5ebfe539
+size 39085172

dataset-800.zip

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+version https://git-lfs.github.com/spec/v1
+oid sha256:46bbdf63b211914b4cf2a821f5da01a0ac15a43182069a7f746ed34dfaa67839
+size 21673317

dataset-raw.zip

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+version https://git-lfs.github.com/spec/v1
+oid sha256:92bc9775321998f3b2567c4386f96384b58ebc4deb0df094c64a941bf7900608
+size 46955333

dataset-stage3-p480-1200.zip

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+version https://git-lfs.github.com/spec/v1
+oid sha256:dc71f98281d343467a7d1eb5033989d73d9ae39b5bfdb9b7b38884778e40a1ec
+size 78238135

dataset-stage3-p480-800.zip

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+version https://git-lfs.github.com/spec/v1
+oid sha256:19596a361ea0bcc007d7d14a0a126f1a942ba402d508582daaa0cfabf1bd3300
+size 49366197

meta.json

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+{
+    "bangumi": null,
+    "base_size": 20,
+    "clusters": [
+        {
+            "id": 0,
+            "size": 20,
+            "tags": [
+                "1girl",
+                "jewelry",
+                "solo",
+                "blue_dress",
+                "red_sleeves",
+                "sharp_teeth",
+                "looking_at_viewer",
+                "bare_shoulders",
+                "detached_sleeves",
+                "oversized_object",
+                "smile",
+                "open_mouth",
+                "spoon"
+            ]
+        }
+    ],
+    "core_tags": [
+        "horns",
+        "red_eyes",
+        "ribbon",
+        "earrings",
+        "pointy_ears",
+        "short_hair",
+        "horn_ornament",
+        "red_horns",
+        "white_hair",
+        "horn_ribbon",
+        "bangs",
+        "curly_hair",
+        "sheep_horns",
+        "grey_hair",
+        "horizontal_pupils"
+    ],
+    "display_name": "toutetsu_yuuma (Touhou)",
+    "name": "toutetsu_yuuma (Touhou)",
+    "packages": {
+        "1200": {
+            "description": "dataset with the shorter side not exceeding 1200 pixels.",
+            "filename": "dataset-1200.zip",
+            "package_size": 39085172,
+            "size": 20,
+            "type": "IMG+TXT"
+        },
+        "800": {
+            "description": "dataset with the shorter side not exceeding 800 pixels.",
+            "filename": "dataset-800.zip",
+            "package_size": 21673317,
+            "size": 20,
+            "type": "IMG+TXT"
+        },
+        "raw": {
+            "description": "Raw data with meta information (min edge aligned to 1400 if larger).",
+            "filename": "dataset-raw.zip",
+            "package_size": 46955333,
+            "size": 20,
+            "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": 78238135,
+            "size": 54,
+            "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": 49366197,
+            "size": 54,
+            "type": "IMG+TXT"
+        }
+    },
+    "version": "v1.5"
+}