Publish character 'esser (Granblue Fantasy)' to repository, on 2024-01-21 20:22:47 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 esser (Granblue Fantasy)
+
+This is the dataset of esser (Granblue Fantasy), containing 87 images and their tags.
+
+The core tags of this character are `long_hair, animal_ears, pink_hair, blue_eyes, braid, breasts, very_long_hair, ahoge, bangs, large_breasts, twin_braids`, 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              |       87 | 96.52 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/esser_granbluefantasy/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
+| 800              |       87 | 59.29 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/esser_granbluefantasy/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
+| stage3-p480-800  |      181 | 115.47 MiB | [Download](https://huggingface.co/datasets/CyberHarem/esser_granbluefantasy/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
+| 1200             |       87 | 86.27 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/esser_granbluefantasy/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
+| stage3-p480-1200 |      181 | 161.45 MiB | [Download](https://huggingface.co/datasets/CyberHarem/esser_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/esser_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, erune, simple_background, solo, white_background, bare_shoulders, cleavage, collarbone, looking_at_viewer, hair_ornament, panties, see-through, thighs |
+|   1 |        12 | ![](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, erune, solo, makeup, ass, bare_shoulders, leotard, looking_at_viewer, cape, handgun, holding_gun                                                              |
+
+### Table Version
+
+|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | blush   | erune   | simple_background   | solo   | white_background   | bare_shoulders   | cleavage   | collarbone   | looking_at_viewer   | hair_ornament   | panties   | see-through   | thighs   | makeup   | ass   | leotard   | cape   | handgun   | holding_gun   |
+|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------|:--------|:--------------------|:-------|:-------------------|:-----------------|:-----------|:-------------|:--------------------|:----------------|:----------|:--------------|:---------|:---------|:------|:----------|:-------|:----------|:--------------|
+|   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        |          |       |           |        |           |               |
+|   1 |        12 | ![](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         | X             |
+

dataset-1200.zip

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+version https://git-lfs.github.com/spec/v1
+oid sha256:5d63c6455046dccef45d0923b301241f8c01c15f342ef108c22bd761e2d9d8ec
+size 90465540

dataset-800.zip

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+version https://git-lfs.github.com/spec/v1
+oid sha256:8c01a7bf90c0656c8bb482d3933f5069f8bfdd5efd082dcef989d8a2797df2b2
+size 62173464

dataset-raw.zip

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+version https://git-lfs.github.com/spec/v1
+oid sha256:af65db25379b421c24cdc045e3d1aa371aabfa3f3c94d03d1cc8130c9f80f598
+size 101206775

dataset-stage3-p480-1200.zip

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+oid sha256:c05a78ffa37ca68c3bec99d3e4d7ecaeba72d9d8ea6d585f0f3c102eab0db3e4
+size 169292096

dataset-stage3-p480-800.zip

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+oid sha256:2f60e601779b17fac633995c6657a6af305340fab9db019153be2e7d7b9327ee
+size 121083596

meta.json

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+{
+    "bangumi": null,
+    "base_size": 87,
+    "clusters": [
+        {
+            "id": 0,
+            "size": 5,
+            "tags": [
+                "1girl",
+                "blush",
+                "erune",
+                "simple_background",
+                "solo",
+                "white_background",
+                "bare_shoulders",
+                "cleavage",
+                "collarbone",
+                "looking_at_viewer",
+                "hair_ornament",
+                "panties",
+                "see-through",
+                "thighs"
+            ]
+        },
+        {
+            "id": 1,
+            "size": 12,
+            "tags": [
+                "1girl",
+                "erune",
+                "solo",
+                "makeup",
+                "ass",
+                "bare_shoulders",
+                "leotard",
+                "looking_at_viewer",
+                "cape",
+                "handgun",
+                "holding_gun"
+            ]
+        }
+    ],
+    "core_tags": [
+        "long_hair",
+        "animal_ears",
+        "pink_hair",
+        "blue_eyes",
+        "braid",
+        "breasts",
+        "very_long_hair",
+        "ahoge",
+        "bangs",
+        "large_breasts",
+        "twin_braids"
+    ],
+    "display_name": "esser (Granblue Fantasy)",
+    "name": "esser (Granblue Fantasy)",
+    "packages": {
+        "1200": {
+            "description": "dataset with the shorter side not exceeding 1200 pixels.",
+            "filename": "dataset-1200.zip",
+            "package_size": 90465540,
+            "size": 87,
+            "type": "IMG+TXT"
+        },
+        "800": {
+            "description": "dataset with the shorter side not exceeding 800 pixels.",
+            "filename": "dataset-800.zip",
+            "package_size": 62173464,
+            "size": 87,
+            "type": "IMG+TXT"
+        },
+        "raw": {
+            "description": "Raw data with meta information (min edge aligned to 1400 if larger).",
+            "filename": "dataset-raw.zip",
+            "package_size": 101206775,
+            "size": 87,
+            "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": 169292096,
+            "size": 181,
+            "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": 121083596,
+            "size": 181,
+            "type": "IMG+TXT"
+        }
+    },
+    "version": "v1.5"
+}