Publish character 'sophia (Granblue Fantasy)' to repository, on 2024-01-21 17:21:52 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 sophia/ソフィア (Granblue Fantasy)
+
+This is the dataset of sophia/ソフィア (Granblue Fantasy), containing 104 images and their tags.
+
+The core tags of this character are `blue_hair, twintails, hat, breasts, long_hair, large_breasts, yellow_eyes, brown_eyes`, 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              |      104 | 107.48 MiB | [Download](https://huggingface.co/datasets/CyberHarem/sophia_granbluefantasy/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
+| 800              |      104 | 74.23 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/sophia_granbluefantasy/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
+| stage3-p480-800  |      223 | 140.68 MiB | [Download](https://huggingface.co/datasets/CyberHarem/sophia_granbluefantasy/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
+| 1200             |      104 | 99.56 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/sophia_granbluefantasy/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
+| stage3-p480-1200 |      223 | 179.44 MiB | [Download](https://huggingface.co/datasets/CyberHarem/sophia_granbluefantasy/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/sophia_granbluefantasy',
+    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 |        34 | ![](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, looking_at_viewer, blush, fingerless_gloves, open_mouth, staff, smile, white_background, simple_background, earrings, long_sleeves |
+
+### Table Version
+
+|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | solo   | looking_at_viewer   | blush   | fingerless_gloves   | open_mouth   | staff   | smile   | white_background   | simple_background   | earrings   | long_sleeves   |
+|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-------|:--------------------|:--------|:--------------------|:-------------|:--------|:--------|:-------------------|:--------------------|:-----------|:---------------|
+|   0 |        34 | ![](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              |
+

dataset-1200.zip

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+version https://git-lfs.github.com/spec/v1
+oid sha256:7868feef4a79c08f894001b554417aab783efbd9ea10423d4bf83112c67f3143
+size 104399369

dataset-800.zip

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+version https://git-lfs.github.com/spec/v1
+oid sha256:6872ecc5c2b2c0c3a744f5e7cb86231a2994111b15941d8c21b934f7e852102e
+size 77832765

dataset-raw.zip

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+version https://git-lfs.github.com/spec/v1
+oid sha256:99de8a4bbaa19aff73a0a22d8259916760c0371adcecfc9f21014fadd40c7259
+size 112702808

dataset-stage3-p480-1200.zip

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+version https://git-lfs.github.com/spec/v1
+oid sha256:b3603ee48be3e699f5ce6fe43c845c4f525c426fc92343fee905b1415bc5a204
+size 188160778

dataset-stage3-p480-800.zip

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+version https://git-lfs.github.com/spec/v1
+oid sha256:e0645795678fa8bfc599f953e2813bcc816142bdae8a94ab42bff2bbd36b51c0
+size 147517113

meta.json

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+{
+    "bangumi": null,
+    "base_size": 104,
+    "clusters": [
+        {
+            "id": 0,
+            "size": 34,
+            "tags": [
+                "1girl",
+                "solo",
+                "looking_at_viewer",
+                "blush",
+                "fingerless_gloves",
+                "open_mouth",
+                "staff",
+                "smile",
+                "white_background",
+                "simple_background",
+                "earrings",
+                "long_sleeves"
+            ]
+        }
+    ],
+    "core_tags": [
+        "blue_hair",
+        "twintails",
+        "hat",
+        "breasts",
+        "long_hair",
+        "large_breasts",
+        "yellow_eyes",
+        "brown_eyes"
+    ],
+    "display_name": "sophia/ソフィア (Granblue Fantasy)",
+    "name": "sophia (Granblue Fantasy)",
+    "packages": {
+        "1200": {
+            "description": "dataset with the shorter side not exceeding 1200 pixels.",
+            "filename": "dataset-1200.zip",
+            "package_size": 104399369,
+            "size": 104,
+            "type": "IMG+TXT"
+        },
+        "800": {
+            "description": "dataset with the shorter side not exceeding 800 pixels.",
+            "filename": "dataset-800.zip",
+            "package_size": 77832765,
+            "size": 104,
+            "type": "IMG+TXT"
+        },
+        "raw": {
+            "description": "Raw data with meta information (min edge aligned to 1400 if larger).",
+            "filename": "dataset-raw.zip",
+            "package_size": 112702808,
+            "size": 104,
+            "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": 188160778,
+            "size": 223,
+            "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": 147517113,
+            "size": 223,
+            "type": "IMG+TXT"
+        }
+    },
+    "version": "v1.5"
+}