Publish character "k31 (Girls' Frontline)" to repository, on 2024-01-14 02:31:30 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 k31/K31/K31 (Girls' Frontline)
+
+This is the dataset of k31/K31/K31 (Girls' Frontline), containing 18 images and their tags.
+
+The core tags of this character are `hair_ornament, pink_hair, long_hair, purple_eyes, headphones, breasts, bangs, hair_between_eyes, hair_intakes, x_hair_ornament`, 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              |       18 | 21.44 MiB | [Download](https://huggingface.co/datasets/CyberHarem/k31_girlsfrontline/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
+| 800              |       18 | 10.71 MiB | [Download](https://huggingface.co/datasets/CyberHarem/k31_girlsfrontline/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
+| stage3-p480-800  |       45 | 23.98 MiB | [Download](https://huggingface.co/datasets/CyberHarem/k31_girlsfrontline/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
+| 1200             |       18 | 18.56 MiB | [Download](https://huggingface.co/datasets/CyberHarem/k31_girlsfrontline/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
+| stage3-p480-1200 |       45 | 37.32 MiB | [Download](https://huggingface.co/datasets/CyberHarem/k31_girlsfrontline/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/k31_girlsfrontline',
+    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 |        18 | ![](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, cleavage, holding, smile, looking_at_viewer, simple_background, white_background, blush, black_jacket |
+
+### Table Version
+
+|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | solo   | cleavage   | holding   | smile   | looking_at_viewer   | simple_background   | white_background   | blush   | black_jacket   |
+|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-------|:-----------|:----------|:--------|:--------------------|:--------------------|:-------------------|:--------|:---------------|
+|   0 |        18 | ![](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              |
+

dataset-1200.zip

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+version https://git-lfs.github.com/spec/v1
+oid sha256:ee3e5e1ffc52482a876df7bfc4d3114ddfb4f35ca7fa72425fed463c4b2b82e4
+size 19462646

dataset-800.zip

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+version https://git-lfs.github.com/spec/v1
+oid sha256:1ed0e7c354c16896369362c05c3297f596ba9be63b61cd9b027b9374c922e432
+size 11230212

dataset-raw.zip

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+version https://git-lfs.github.com/spec/v1
+oid sha256:24057a30a1a1a2d9b4368f99f150d9f27353b41d19e8bb5b23dadfb6e22df06a
+size 22483572

dataset-stage3-p480-1200.zip

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+version https://git-lfs.github.com/spec/v1
+oid sha256:fd303c88d061f3180a5bb7c5c82c83d8ffc99d9fa1e58eefd338ed267afe6d9f
+size 39128235

dataset-stage3-p480-800.zip

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+version https://git-lfs.github.com/spec/v1
+oid sha256:d349f7027567f58a18baf3dddd3161f77463749550e1fbfdd74ad33c07af50bd
+size 25142854

meta.json

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+{
+    "bangumi": null,
+    "base_size": 18,
+    "clusters": [
+        {
+            "id": 0,
+            "size": 18,
+            "tags": [
+                "1girl",
+                "solo",
+                "cleavage",
+                "holding",
+                "smile",
+                "looking_at_viewer",
+                "simple_background",
+                "white_background",
+                "blush",
+                "black_jacket"
+            ]
+        }
+    ],
+    "core_tags": [
+        "hair_ornament",
+        "pink_hair",
+        "long_hair",
+        "purple_eyes",
+        "headphones",
+        "breasts",
+        "bangs",
+        "hair_between_eyes",
+        "hair_intakes",
+        "x_hair_ornament"
+    ],
+    "display_name": "k31/K31/K31 (Girls' Frontline)",
+    "name": "k31 (Girls' Frontline)",
+    "packages": {
+        "1200": {
+            "description": "dataset with the shorter side not exceeding 1200 pixels.",
+            "filename": "dataset-1200.zip",
+            "package_size": 19462646,
+            "size": 18,
+            "type": "IMG+TXT"
+        },
+        "800": {
+            "description": "dataset with the shorter side not exceeding 800 pixels.",
+            "filename": "dataset-800.zip",
+            "package_size": 11230212,
+            "size": 18,
+            "type": "IMG+TXT"
+        },
+        "raw": {
+            "description": "Raw data with meta information (min edge aligned to 1400 if larger).",
+            "filename": "dataset-raw.zip",
+            "package_size": 22483572,
+            "size": 18,
+            "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": 39128235,
+            "size": 45,
+            "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": 25142854,
+            "size": 45,
+            "type": "IMG+TXT"
+        }
+    },
+    "version": "v1.5"
+}