Publish character 'lunacub (Arknights)' to repository, on 2024-01-11 07:43:08 UTC

README.md

@@ -9,22 +9,67 @@ size_categories:
 - n<1K
 ---
 
-# Dataset of lunacub_arknights
+# Dataset of lunacub/ルナカブ/子月 (Arknights)
 
-This is the dataset of lunacub_arknights, containing 33 images and their tags.
+This is the dataset of lunacub/ルナカブ/子月 (Arknights), containing 58 images and their tags.
+
+The core tags of this character are `animal_ears, yellow_eyes, brown_hair, bangs, long_hair, breasts, hair_between_eyes, tail`, 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)).
 
-| Name        |   Images | Download                            | Description                                                              |
-|:------------|---------:|:------------------------------------|:-------------------------------------------------------------------------|
-| raw         |       33 | [Download](dataset-raw.zip)         | Raw data with meta information.                                          |
-| raw-stage3  |       80 | [Download](dataset-raw-stage3.zip)  | 3-stage cropped raw data with meta information.                          |
-| 384x512     |       33 | [Download](dataset-384x512.zip)     | 384x512 aligned dataset.                                                 |
-| 512x512     |       33 | [Download](dataset-512x512.zip)     | 512x512 aligned dataset.                                                 |
-| 512x704     |       33 | [Download](dataset-512x704.zip)     | 512x704 aligned dataset.                                                 |
-| 640x640     |       33 | [Download](dataset-640x640.zip)     | 640x640 aligned dataset.                                                 |
-| 640x880     |       33 | [Download](dataset-640x880.zip)     | 640x880 aligned dataset.                                                 |
-| stage3-640  |       80 | [Download](dataset-stage3-640.zip)  | 3-stage cropped dataset with the shorter side not exceeding 640 pixels.  |
-| stage3-800  |       80 | [Download](dataset-stage3-800.zip)  | 3-stage cropped dataset with the shorter side not exceeding 800 pixels.  |
-| stage3-1200 |       80 | [Download](dataset-stage3-1200.zip) | 3-stage cropped dataset with the shorter side not exceeding 1200 pixels. |
+## List of Packages
+
+| Name             |   Images | Size       | Download                                                                                                           | Type       | Description                                                          |
+|:-----------------|---------:|:-----------|:-------------------------------------------------------------------------------------------------------------------|:-----------|:---------------------------------------------------------------------|
+| raw              |       58 | 103.10 MiB | [Download](https://huggingface.co/datasets/CyberHarem/lunacub_arknights/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
+| 800              |       58 | 49.46 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/lunacub_arknights/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
+| stage3-p480-800  |      143 | 108.64 MiB | [Download](https://huggingface.co/datasets/CyberHarem/lunacub_arknights/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
+| 1200             |       58 | 86.04 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/lunacub_arknights/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
+| stage3-p480-1200 |      143 | 168.61 MiB | [Download](https://huggingface.co/datasets/CyberHarem/lunacub_arknights/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/lunacub_arknights',
+    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 |        28 | ![](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, off_shoulder, white_dress, looking_at_viewer, bare_shoulders, open_jacket, simple_background, black_jacket, long_sleeves, sleeveless_dress, arrow_(projectile), white_background, black_gloves, fingerless_gloves, fur-trimmed_jacket, coat, holding_bow_(weapon), infection_monitor_(arknights), quiver |
+
+### Table Version
+
+|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | solo   | off_shoulder   | white_dress   | looking_at_viewer   | bare_shoulders   | open_jacket   | simple_background   | black_jacket   | long_sleeves   | sleeveless_dress   | arrow_(projectile)   | white_background   | black_gloves   | fingerless_gloves   | fur-trimmed_jacket   | coat   | holding_bow_(weapon)   | infection_monitor_(arknights)   | quiver   |
+|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-------|:---------------|:--------------|:--------------------|:-----------------|:--------------|:--------------------|:---------------|:---------------|:-------------------|:---------------------|:-------------------|:---------------|:--------------------|:---------------------|:-------|:-----------------------|:--------------------------------|:---------|
+|   0 |        28 | ![](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                    | X      | X                      | X                               | X        |
 

dataset-512x704.zip → dataset-1200.zip

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dataset-640x880.zip

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dataset-640x640.zip → dataset-800.zip

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dataset-raw-stage3.zip

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dataset-raw.zip

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dataset-stage3-1200.zip

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dataset-stage3-800.zip

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meta.json

@@ -1,4 +1,82 @@
 {
-    "name": "lunacub_arknights",
-    "version": "v1.4"
+    "bangumi": null,
+    "base_size": 58,
+    "clusters": [
+        {
+            "id": 0,
+            "size": 28,
+            "tags": [
+                "1girl",
+                "solo",
+                "off_shoulder",
+                "white_dress",
+                "looking_at_viewer",
+                "bare_shoulders",
+                "open_jacket",
+                "simple_background",
+                "black_jacket",
+                "long_sleeves",
+                "sleeveless_dress",
+                "arrow_(projectile)",
+                "white_background",
+                "black_gloves",
+                "fingerless_gloves",
+                "fur-trimmed_jacket",
+                "coat",
+                "holding_bow_(weapon)",
+                "infection_monitor_(arknights)",
+                "quiver"
+            ]
+        }
+    ],
+    "core_tags": [
+        "animal_ears",
+        "yellow_eyes",
+        "brown_hair",
+        "bangs",
+        "long_hair",
+        "breasts",
+        "hair_between_eyes",
+        "tail"
+    ],
+    "display_name": "lunacub/ルナカブ/子月 (Arknights)",
+    "name": "lunacub (Arknights)",
+    "packages": {
+        "1200": {
+            "description": "dataset with the shorter side not exceeding 1200 pixels.",
+            "filename": "dataset-1200.zip",
+            "package_size": 90223494,
+            "size": 58,
+            "type": "IMG+TXT"
+        },
+        "800": {
+            "description": "dataset with the shorter side not exceeding 800 pixels.",
+            "filename": "dataset-800.zip",
+            "package_size": 51864328,
+            "size": 58,
+            "type": "IMG+TXT"
+        },
+        "raw": {
+            "description": "Raw data with meta information (min edge aligned to 1400 if larger).",
+            "filename": "dataset-raw.zip",
+            "package_size": 108105512,
+            "size": 58,
+            "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": 176801736,
+            "size": 143,
+            "type": "IMG+TXT"
+        },
+        "stage3-p480-800": {
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+            "filename": "dataset-stage3-p480-800.zip",
+            "package_size": 113920214,
+            "size": 143,
+            "type": "IMG+TXT"
+        }
+    },
+    "version": "v1.5"
 }