Publish character 'hannah_neuralcloud' to repository, on 2024-02-17 17:36:56 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 hannah/ハンナ/汉娜 (Neural Cloud)
+
+This is the dataset of hannah/ハンナ/汉娜 (Neural Cloud), containing 12 images and their tags.
+
+The core tags of this character are `animal_ears, brown_hair, long_hair, animal_ear_fluff, bangs, hair_ornament, multicolored_hair, white_hair, bow, grey_eyes, twintails, streaked_hair, tail, very_long_hair, ahoge, hair_between_eyes, hair_bow, breasts, low_twintails`, 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              |       12 | 24.07 MiB | [Download](https://huggingface.co/datasets/CyberHarem/hannah_neuralcloud/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
+| 800              |       12 | 11.40 MiB | [Download](https://huggingface.co/datasets/CyberHarem/hannah_neuralcloud/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
+| stage3-p480-800  |       34 | 27.59 MiB | [Download](https://huggingface.co/datasets/CyberHarem/hannah_neuralcloud/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
+| 1200             |       12 | 19.66 MiB | [Download](https://huggingface.co/datasets/CyberHarem/hannah_neuralcloud/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
+| stage3-p480-1200 |       34 | 41.56 MiB | [Download](https://huggingface.co/datasets/CyberHarem/hannah_neuralcloud/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/hannah_neuralcloud',
+    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 |        12 | ![](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, looking_at_viewer, solo, smile, white_shirt, skirt |
+
+### Table Version
+
+|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | looking_at_viewer   | solo   | smile   | white_shirt   | skirt   |
+|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------------------|:-------|:--------|:--------------|:--------|
+|   0 |        12 | ![](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 sha256:33c39c71c059f2904f2fc27df7741f09d1b781dcf2896f7ffede03d5f40719bf
+size 20610515

dataset-800.zip

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+version https://git-lfs.github.com/spec/v1
+oid sha256:e81122713c04438e0d82191a84ddf142213727e4bc2f3c685f817f95f0b063e5
+size 11951312

dataset-raw.zip

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+version https://git-lfs.github.com/spec/v1
+oid sha256:10561c3321cddaf5cda3113ba5e8c3882c9a4c8446e92006bfb1343291095ae4
+size 25234686

dataset-stage3-p480-1200.zip

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+version https://git-lfs.github.com/spec/v1
+oid sha256:2f9a84547e3056859c88c2ef30aad6bf51c10281acc5af7c696aaadbd79329d3
+size 43574353

dataset-stage3-p480-800.zip

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+version https://git-lfs.github.com/spec/v1
+oid sha256:ca6eea4b8c0cc69d32fdc026b65cc3375152ae18b6fa9a749745bf63953c146e
+size 28932228

meta.json

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+{
+    "bangumi": null,
+    "base_size": 12,
+    "clusters": [
+        {
+            "id": 0,
+            "size": 12,
+            "tags": [
+                "1girl",
+                "looking_at_viewer",
+                "solo",
+                "smile",
+                "white_shirt",
+                "skirt"
+            ]
+        }
+    ],
+    "core_tags": [
+        "animal_ears",
+        "brown_hair",
+        "long_hair",
+        "animal_ear_fluff",
+        "bangs",
+        "hair_ornament",
+        "multicolored_hair",
+        "white_hair",
+        "bow",
+        "grey_eyes",
+        "twintails",
+        "streaked_hair",
+        "tail",
+        "very_long_hair",
+        "ahoge",
+        "hair_between_eyes",
+        "hair_bow",
+        "breasts",
+        "low_twintails"
+    ],
+    "display_name": "hannah/ハンナ/汉娜 (Neural Cloud)",
+    "name": "hannah_neuralcloud",
+    "packages": {
+        "1200": {
+            "description": "dataset with the shorter side not exceeding 1200 pixels.",
+            "filename": "dataset-1200.zip",
+            "package_size": 20610515,
+            "size": 12,
+            "type": "IMG+TXT"
+        },
+        "800": {
+            "description": "dataset with the shorter side not exceeding 800 pixels.",
+            "filename": "dataset-800.zip",
+            "package_size": 11951312,
+            "size": 12,
+            "type": "IMG+TXT"
+        },
+        "raw": {
+            "description": "Raw data with meta information (min edge aligned to 1400 if larger).",
+            "filename": "dataset-raw.zip",
+            "package_size": 25234686,
+            "size": 12,
+            "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": 43574353,
+            "size": 34,
+            "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": 28932228,
+            "size": 34,
+            "type": "IMG+TXT"
+        }
+    },
+    "version": "v1.5"
+}