Publish character 'kolulu (Granblue Fantasy)' to repository, on 2024-01-21 20:13:08 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 kolulu (Granblue Fantasy)
+
+This is the dataset of kolulu (Granblue Fantasy), containing 45 images and their tags.
+
+The core tags of this character are `green_hair, hair_over_one_eye, long_hair, dark_skin, dark-skinned_female, green_eyes, hat, 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              |       45 | 75.18 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/kolulu_granbluefantasy/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
+| 800              |       45 | 39.40 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/kolulu_granbluefantasy/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
+| stage3-p480-800  |      111 | 86.65 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/kolulu_granbluefantasy/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
+| 1200             |       45 | 64.37 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/kolulu_granbluefantasy/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
+| stage3-p480-1200 |      111 | 130.07 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kolulu_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/kolulu_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 |        17 | ![](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, navel, hat_flower, outdoors, beach, looking_at_viewer, open_mouth, smile, white_bikini, blush, holding, ocean, sky, day, food |
+|   1 |         7 | ![](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, bandaged_leg, solo, looking_at_viewer, navel, cloak, holding, staff, closed_mouth, skirt                                            |
+
+### Table Version
+
+|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | solo   | navel   | hat_flower   | outdoors   | beach   | looking_at_viewer   | open_mouth   | smile   | white_bikini   | blush   | holding   | ocean   | sky   | day   | food   | bandaged_leg   | cloak   | staff   | closed_mouth   | skirt   |
+|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-------|:--------|:-------------|:-----------|:--------|:--------------------|:-------------|:--------|:---------------|:--------|:----------|:--------|:------|:------|:-------|:---------------|:--------|:--------|:---------------|:--------|
+|   0 |        17 | ![](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      |                |         |         |                |         |
+|   1 |         7 | ![](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       |
+

dataset-1200.zip

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+version https://git-lfs.github.com/spec/v1
+oid sha256:8a65c497fc5c34ed83e4d3b5e61f2755530ab5740f2a2fc5ae52e398c99a98f5
+size 67496120

dataset-800.zip

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+version https://git-lfs.github.com/spec/v1
+oid sha256:64b800255b7b5a16bdb07e3fca2f0ffc158d57a30675dba6cdb2553da7c02960
+size 41309112

dataset-raw.zip

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+version https://git-lfs.github.com/spec/v1
+oid sha256:ffd0c2f22ebc133a4d90e0690f1859c6a16f1306003cd32c52cbb3cd8a0f96df
+size 78830024

dataset-stage3-p480-1200.zip

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+version https://git-lfs.github.com/spec/v1
+oid sha256:345487852a86ffc36f2a6a043b94d79e5b4c13e6847bf9e102baf21075f15813
+size 136387061

dataset-stage3-p480-800.zip

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+version https://git-lfs.github.com/spec/v1
+oid sha256:ad65e46c9294468df318f84596f0e43870916bcf3f11caf12394ceb52faeb581
+size 90855542

meta.json

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+{
+    "bangumi": null,
+    "base_size": 45,
+    "clusters": [
+        {
+            "id": 0,
+            "size": 17,
+            "tags": [
+                "1girl",
+                "solo",
+                "navel",
+                "hat_flower",
+                "outdoors",
+                "beach",
+                "looking_at_viewer",
+                "open_mouth",
+                "smile",
+                "white_bikini",
+                "blush",
+                "holding",
+                "ocean",
+                "sky",
+                "day",
+                "food"
+            ]
+        },
+        {
+            "id": 1,
+            "size": 7,
+            "tags": [
+                "1girl",
+                "bandaged_leg",
+                "solo",
+                "looking_at_viewer",
+                "navel",
+                "cloak",
+                "holding",
+                "staff",
+                "closed_mouth",
+                "skirt"
+            ]
+        }
+    ],
+    "core_tags": [
+        "green_hair",
+        "hair_over_one_eye",
+        "long_hair",
+        "dark_skin",
+        "dark-skinned_female",
+        "green_eyes",
+        "hat",
+        "breasts"
+    ],
+    "display_name": "kolulu (Granblue Fantasy)",
+    "name": "kolulu (Granblue Fantasy)",
+    "packages": {
+        "1200": {
+            "description": "dataset with the shorter side not exceeding 1200 pixels.",
+            "filename": "dataset-1200.zip",
+            "package_size": 67496120,
+            "size": 45,
+            "type": "IMG+TXT"
+        },
+        "800": {
+            "description": "dataset with the shorter side not exceeding 800 pixels.",
+            "filename": "dataset-800.zip",
+            "package_size": 41309112,
+            "size": 45,
+            "type": "IMG+TXT"
+        },
+        "raw": {
+            "description": "Raw data with meta information (min edge aligned to 1400 if larger).",
+            "filename": "dataset-raw.zip",
+            "package_size": 78830024,
+            "size": 45,
+            "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": 136387061,
+            "size": 111,
+            "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": 90855542,
+            "size": 111,
+            "type": "IMG+TXT"
+        }
+    },
+    "version": "v1.5"
+}