Publish character 'tiamat (Granblue Fantasy)' to repository, on 2024-01-21 21:34:45 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 tiamat (Granblue Fantasy)
+
+This is the dataset of tiamat (Granblue Fantasy), containing 31 images and their tags.
+
+The core tags of this character are `long_hair, blue_hair, pointy_ears, breasts, very_long_hair, red_eyes, large_breasts`, 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              |       31 | 23.70 MiB | [Download](https://huggingface.co/datasets/CyberHarem/tiamat_granbluefantasy/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
+| 800              |       31 | 19.04 MiB | [Download](https://huggingface.co/datasets/CyberHarem/tiamat_granbluefantasy/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
+| stage3-p480-800  |       57 | 31.81 MiB | [Download](https://huggingface.co/datasets/CyberHarem/tiamat_granbluefantasy/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
+| 1200             |       31 | 22.79 MiB | [Download](https://huggingface.co/datasets/CyberHarem/tiamat_granbluefantasy/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
+| stage3-p480-1200 |       57 | 37.31 MiB | [Download](https://huggingface.co/datasets/CyberHarem/tiamat_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/tiamat_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 |        31 | ![](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, bare_shoulders, navel, cleavage, looking_at_viewer |
+
+### Table Version
+
+|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | solo   | bare_shoulders   | navel   | cleavage   | looking_at_viewer   |
+|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-------|:-----------------|:--------|:-----------|:--------------------|
+|   0 |        31 | ![](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                   |
+

dataset-1200.zip

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+version https://git-lfs.github.com/spec/v1
+oid sha256:ff1e420ba56996ede459837ff38df5c24422fa322176eb67453f8fc3e638f330
+size 23894700

dataset-800.zip

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+version https://git-lfs.github.com/spec/v1
+oid sha256:1b3ef68f6e7e42ebfc4289ce34166e189f0a0412eb272bbe7f076defbb6eebaa
+size 19967576

dataset-raw.zip

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+version https://git-lfs.github.com/spec/v1
+oid sha256:991bc00081b1ab86c5901d9d1a92c26f395f98245c9810814be0607217a8a88d
+size 24855704

dataset-stage3-p480-1200.zip

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+version https://git-lfs.github.com/spec/v1
+oid sha256:93e6d60fb363d98050884ac7abf475f6f8f2a041af849d0bdde7e5a82980758d
+size 39120583

dataset-stage3-p480-800.zip

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+version https://git-lfs.github.com/spec/v1
+oid sha256:bd07794cb919d048cdcdf5a6edcac88558af9957bf099472a71227be44942668
+size 33351827

meta.json

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+{
+    "bangumi": null,
+    "base_size": 31,
+    "clusters": [
+        {
+            "id": 0,
+            "size": 31,
+            "tags": [
+                "1girl",
+                "solo",
+                "bare_shoulders",
+                "navel",
+                "cleavage",
+                "looking_at_viewer"
+            ]
+        }
+    ],
+    "core_tags": [
+        "long_hair",
+        "blue_hair",
+        "pointy_ears",
+        "breasts",
+        "very_long_hair",
+        "red_eyes",
+        "large_breasts"
+    ],
+    "display_name": "tiamat (Granblue Fantasy)",
+    "name": "tiamat (Granblue Fantasy)",
+    "packages": {
+        "1200": {
+            "description": "dataset with the shorter side not exceeding 1200 pixels.",
+            "filename": "dataset-1200.zip",
+            "package_size": 23894700,
+            "size": 31,
+            "type": "IMG+TXT"
+        },
+        "800": {
+            "description": "dataset with the shorter side not exceeding 800 pixels.",
+            "filename": "dataset-800.zip",
+            "package_size": 19967576,
+            "size": 31,
+            "type": "IMG+TXT"
+        },
+        "raw": {
+            "description": "Raw data with meta information (min edge aligned to 1400 if larger).",
+            "filename": "dataset-raw.zip",
+            "package_size": 24855704,
+            "size": 31,
+            "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": 39120583,
+            "size": 57,
+            "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": 33351827,
+            "size": 57,
+            "type": "IMG+TXT"
+        }
+    },
+    "version": "v1.5"
+}