Publish character 'melantha (Arknights)' to repository, on 2024-01-10 13:56:30 UTC

README.md

@@ -9,22 +9,69 @@ size_categories:
 - n<1K
 ---
 
-# Dataset of melantha_arknights
+# Dataset of melantha/メランサ/玫兰莎 (Arknights)
 
-This is the dataset of melantha_arknights, containing 183 images and their tags.
+This is the dataset of melantha/メランサ/玫兰莎 (Arknights), containing 223 images and their tags.
+
+The core tags of this character are `animal_ears, cat_ears, long_hair, purple_hair, bangs, animal_ear_fluff, purple_eyes, hair_between_eyes, very_long_hair, cat_girl, tail, cat_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         |      183 | [Download](dataset-raw.zip)         | Raw data with meta information.                                          |
-| raw-stage3  |      388 | [Download](dataset-raw-stage3.zip)  | 3-stage cropped raw data with meta information.                          |
-| 384x512     |      183 | [Download](dataset-384x512.zip)     | 384x512 aligned dataset.                                                 |
-| 512x512     |      183 | [Download](dataset-512x512.zip)     | 512x512 aligned dataset.                                                 |
-| 512x704     |      183 | [Download](dataset-512x704.zip)     | 512x704 aligned dataset.                                                 |
-| 640x640     |      183 | [Download](dataset-640x640.zip)     | 640x640 aligned dataset.                                                 |
-| 640x880     |      183 | [Download](dataset-640x880.zip)     | 640x880 aligned dataset.                                                 |
-| stage3-640  |      388 | [Download](dataset-stage3-640.zip)  | 3-stage cropped dataset with the shorter side not exceeding 640 pixels.  |
-| stage3-800  |      388 | [Download](dataset-stage3-800.zip)  | 3-stage cropped dataset with the shorter side not exceeding 800 pixels.  |
-| stage3-1200 |      388 | [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              |      223 | 342.32 MiB | [Download](https://huggingface.co/datasets/CyberHarem/melantha_arknights/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
+| 800              |      223 | 172.63 MiB | [Download](https://huggingface.co/datasets/CyberHarem/melantha_arknights/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
+| stage3-p480-800  |      560 | 383.94 MiB | [Download](https://huggingface.co/datasets/CyberHarem/melantha_arknights/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
+| 1200             |      223 | 293.16 MiB | [Download](https://huggingface.co/datasets/CyberHarem/melantha_arknights/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
+| stage3-p480-1200 |      560 | 577.06 MiB | [Download](https://huggingface.co/datasets/CyberHarem/melantha_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/melantha_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 |         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, black_gloves, black_headwear, black_jacket, ears_through_headwear, hat, long_sleeves, looking_at_viewer, official_alternate_costume, solo, white_shirt, black_bowtie, upper_body, parted_lips, simple_background, white_background, holding_book |
+|   1 |         6 | ![](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, solo, black_gloves, black_hair, holding_sword, looking_at_viewer, black_dress, black_thighhighs, choker, elbow_gloves                                                                                                                            |
+
+### Table Version
+
+|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | black_gloves   | black_headwear   | black_jacket   | ears_through_headwear   | hat   | long_sleeves   | looking_at_viewer   | official_alternate_costume   | solo   | white_shirt   | black_bowtie   | upper_body   | parted_lips   | simple_background   | white_background   | holding_book   | black_hair   | holding_sword   | black_dress   | black_thighhighs   | choker   | elbow_gloves   |
+|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:---------------|:-----------------|:---------------|:------------------------|:------|:---------------|:--------------------|:-----------------------------|:-------|:--------------|:---------------|:-------------|:--------------|:--------------------|:-------------------|:---------------|:-------------|:----------------|:--------------|:-------------------|:---------|:---------------|
+|   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                  | X              |              |                 |               |                    |          |                |
+|   1 |         6 | ![](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              |
 

dataset-1200.zip

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dataset-640x880.zip

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dataset-800.zip

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+size 181017323

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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dataset-stage3-p480-1200.zip

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meta.json

@@ -1,4 +1,99 @@
 {
-    "name": "melantha_arknights",
-    "version": "v1.4"
+    "bangumi": null,
+    "base_size": 223,
+    "clusters": [
+        {
+            "id": 0,
+            "size": 5,
+            "tags": [
+                "1girl",
+                "black_gloves",
+                "black_headwear",
+                "black_jacket",
+                "ears_through_headwear",
+                "hat",
+                "long_sleeves",
+                "looking_at_viewer",
+                "official_alternate_costume",
+                "solo",
+                "white_shirt",
+                "black_bowtie",
+                "upper_body",
+                "parted_lips",
+                "simple_background",
+                "white_background",
+                "holding_book"
+            ]
+        },
+        {
+            "id": 1,
+            "size": 6,
+            "tags": [
+                "1girl",
+                "solo",
+                "black_gloves",
+                "black_hair",
+                "holding_sword",
+                "looking_at_viewer",
+                "black_dress",
+                "black_thighhighs",
+                "choker",
+                "elbow_gloves"
+            ]
+        }
+    ],
+    "core_tags": [
+        "animal_ears",
+        "cat_ears",
+        "long_hair",
+        "purple_hair",
+        "bangs",
+        "animal_ear_fluff",
+        "purple_eyes",
+        "hair_between_eyes",
+        "very_long_hair",
+        "cat_girl",
+        "tail",
+        "cat_tail"
+    ],
+    "display_name": "melantha/メランサ/玫兰莎 (Arknights)",
+    "name": "melantha (Arknights)",
+    "packages": {
+        "1200": {
+            "description": "dataset with the shorter side not exceeding 1200 pixels.",
+            "filename": "dataset-1200.zip",
+            "package_size": 307395427,
+            "size": 223,
+            "type": "IMG+TXT"
+        },
+        "800": {
+            "description": "dataset with the shorter side not exceeding 800 pixels.",
+            "filename": "dataset-800.zip",
+            "package_size": 181017323,
+            "size": 223,
+            "type": "IMG+TXT"
+        },
+        "raw": {
+            "description": "Raw data with meta information (min edge aligned to 1400 if larger).",
+            "filename": "dataset-raw.zip",
+            "package_size": 358951544,
+            "size": 223,
+            "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": 605086553,
+            "size": 560,
+            "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": 402595249,
+            "size": 560,
+            "type": "IMG+TXT"
+        }
+    },
+    "version": "v1.5"
 }