Publish character 'kumuyu (Granblue Fantasy)' to repository, on 2024-01-21 21:50:31 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 kumuyu (Granblue Fantasy)
+
+This is the dataset of kumuyu (Granblue Fantasy), containing 16 images and their tags.
+
+The core tags of this character are `horns, breasts, large_breasts, twintails, long_hair, brown_eyes, yellow_eyes, low_twintails, grey_hair`, 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              |       16 | 21.32 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kumuyu_granbluefantasy/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
+| 800              |       16 | 12.47 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kumuyu_granbluefantasy/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
+| stage3-p480-800  |       38 | 25.74 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kumuyu_granbluefantasy/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
+| 1200             |       16 | 19.06 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kumuyu_granbluefantasy/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
+| stage3-p480-1200 |       38 | 37.00 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kumuyu_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/kumuyu_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 |         5 | ![](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, blush, draph, solo, looking_at_viewer, collarbone, hood, long_sleeves, open_mouth, sweat, wide_sleeves, breasts_out, inverted_nipples, navel, smile, tears |
+
+### Table Version
+
+|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | blush   | draph   | solo   | looking_at_viewer   | collarbone   | hood   | long_sleeves   | open_mouth   | sweat   | wide_sleeves   | breasts_out   | inverted_nipples   | navel   | smile   | tears   |
+|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------|:--------|:-------|:--------------------|:-------------|:-------|:---------------|:-------------|:--------|:---------------|:--------------|:-------------------|:--------|:--------|:--------|
+|   0 |         5 | ![](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       |
+

dataset-1200.zip

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+version https://git-lfs.github.com/spec/v1
+oid sha256:9abafbeb27c7cb20abad243c5c1bbb17ff81ff7b22bd478ac001103e91ac0cf9
+size 19990045

dataset-800.zip

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+version https://git-lfs.github.com/spec/v1
+oid sha256:14d4ae44052211923fb8529d227023d8b4f9f313809689f2cf1fea3f41b30aeb
+size 13076641

dataset-raw.zip

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+version https://git-lfs.github.com/spec/v1
+oid sha256:eb7dbd393d412e83fdbe336d3e88378a928ba827a2a95a04fba10e12c2a7dc54
+size 22354441

dataset-stage3-p480-1200.zip

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+version https://git-lfs.github.com/spec/v1
+oid sha256:acfb695856533ef9e816f2ed2a61e537f3509573df24456df0271fa5e45a540d
+size 38801329

dataset-stage3-p480-800.zip

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+version https://git-lfs.github.com/spec/v1
+oid sha256:8b6c84e33513c4261f2c241270a5a2d2c019024669bb1b9eafc39bc3c328443c
+size 26993643

meta.json

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+{
+    "bangumi": null,
+    "base_size": 16,
+    "clusters": [
+        {
+            "id": 0,
+            "size": 5,
+            "tags": [
+                "1girl",
+                "blush",
+                "draph",
+                "solo",
+                "looking_at_viewer",
+                "collarbone",
+                "hood",
+                "long_sleeves",
+                "open_mouth",
+                "sweat",
+                "wide_sleeves",
+                "breasts_out",
+                "inverted_nipples",
+                "navel",
+                "smile",
+                "tears"
+            ]
+        }
+    ],
+    "core_tags": [
+        "horns",
+        "breasts",
+        "large_breasts",
+        "twintails",
+        "long_hair",
+        "brown_eyes",
+        "yellow_eyes",
+        "low_twintails",
+        "grey_hair"
+    ],
+    "display_name": "kumuyu (Granblue Fantasy)",
+    "name": "kumuyu (Granblue Fantasy)",
+    "packages": {
+        "1200": {
+            "description": "dataset with the shorter side not exceeding 1200 pixels.",
+            "filename": "dataset-1200.zip",
+            "package_size": 19990045,
+            "size": 16,
+            "type": "IMG+TXT"
+        },
+        "800": {
+            "description": "dataset with the shorter side not exceeding 800 pixels.",
+            "filename": "dataset-800.zip",
+            "package_size": 13076641,
+            "size": 16,
+            "type": "IMG+TXT"
+        },
+        "raw": {
+            "description": "Raw data with meta information (min edge aligned to 1400 if larger).",
+            "filename": "dataset-raw.zip",
+            "package_size": 22354441,
+            "size": 16,
+            "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": 38801329,
+            "size": 38,
+            "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": 26993643,
+            "size": 38,
+            "type": "IMG+TXT"
+        }
+    },
+    "version": "v1.5"
+}