Publish character 'beehunter (Arknights)' to repository, on 2024-01-11 04:07:20 UTC

README.md

@@ -9,22 +9,69 @@ size_categories:
 - n<1K
 ---
 
-# Dataset of beehunter_arknights
+# Dataset of beehunter/ビーハンター/猎蜂 (Arknights)
 
-This is the dataset of beehunter_arknights, containing 45 images and their tags.
+This is the dataset of beehunter/ビーハンター/猎蜂 (Arknights), containing 46 images and their tags.
+
+The core tags of this character are `short_hair, animal_ears, multicolored_hair, white_hair, brown_hair, purple_eyes, hair_over_one_eye, bear_ears, two-tone_hair, bangs, breasts`, 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         |       45 | [Download](dataset-raw.zip)         | Raw data with meta information.                                          |
-| raw-stage3  |       84 | [Download](dataset-raw-stage3.zip)  | 3-stage cropped raw data with meta information.                          |
-| 384x512     |       45 | [Download](dataset-384x512.zip)     | 384x512 aligned dataset.                                                 |
-| 512x512     |       45 | [Download](dataset-512x512.zip)     | 512x512 aligned dataset.                                                 |
-| 512x704     |       45 | [Download](dataset-512x704.zip)     | 512x704 aligned dataset.                                                 |
-| 640x640     |       45 | [Download](dataset-640x640.zip)     | 640x640 aligned dataset.                                                 |
-| 640x880     |       45 | [Download](dataset-640x880.zip)     | 640x880 aligned dataset.                                                 |
-| stage3-640  |       84 | [Download](dataset-stage3-640.zip)  | 3-stage cropped dataset with the shorter side not exceeding 640 pixels.  |
-| stage3-800  |       84 | [Download](dataset-stage3-800.zip)  | 3-stage cropped dataset with the shorter side not exceeding 800 pixels.  |
-| stage3-1200 |       84 | [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              |       46 | 61.71 MiB | [Download](https://huggingface.co/datasets/CyberHarem/beehunter_arknights/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
+| 800              |       46 | 30.95 MiB | [Download](https://huggingface.co/datasets/CyberHarem/beehunter_arknights/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
+| stage3-p480-800  |      110 | 66.43 MiB | [Download](https://huggingface.co/datasets/CyberHarem/beehunter_arknights/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
+| 1200             |       46 | 52.04 MiB | [Download](https://huggingface.co/datasets/CyberHarem/beehunter_arknights/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
+| stage3-p480-1200 |      110 | 98.74 MiB | [Download](https://huggingface.co/datasets/CyberHarem/beehunter_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/beehunter_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 |        25 | ![](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, long_sleeves, solo, looking_at_viewer, black_jacket, smile, bandages, short_shorts, tongue_out, black_shorts, yellow_thighhighs, bear_girl, simple_background, full_body, black_footwear, nail_polish, boots                    |
+|   1 |         8 | ![](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, long_sleeves, looking_at_viewer, solo, smile, white_background, animal_hood, honey, hoodie, open_mouth, simple_background, bear_costume, hood_up, blush, drawstring, holding_food, horse_ears, standing, strawberry, upper_body |
+
+### Table Version
+
+|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | long_sleeves   | solo   | looking_at_viewer   | black_jacket   | smile   | bandages   | short_shorts   | tongue_out   | black_shorts   | yellow_thighhighs   | bear_girl   | simple_background   | full_body   | black_footwear   | nail_polish   | boots   | white_background   | animal_hood   | honey   | hoodie   | open_mouth   | bear_costume   | hood_up   | blush   | drawstring   | holding_food   | horse_ears   | standing   | strawberry   | upper_body   |
+|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:---------------|:-------|:--------------------|:---------------|:--------|:-----------|:---------------|:-------------|:---------------|:--------------------|:------------|:--------------------|:------------|:-----------------|:--------------|:--------|:-------------------|:--------------|:--------|:---------|:-------------|:---------------|:----------|:--------|:-------------|:---------------|:-------------|:-----------|:-------------|:-------------|
+|   0 |        25 | ![](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 |         8 | ![](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            | X              | X         | X       | X            | X              | X            | X          | X            | X            |
 

dataset-512x512.zip → dataset-1200.zip

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dataset-640x880.zip

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dataset-512x704.zip → dataset-800.zip

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dataset-raw-stage3.zip

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dataset-stage3-1200.zip

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dataset-stage3-p480-1200.zip

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meta.json

@@ -1,4 +1,108 @@
 {
-    "name": "beehunter_arknights",
-    "version": "v1.4"
+    "bangumi": null,
+    "base_size": 46,
+    "clusters": [
+        {
+            "id": 0,
+            "size": 25,
+            "tags": [
+                "1girl",
+                "long_sleeves",
+                "solo",
+                "looking_at_viewer",
+                "black_jacket",
+                "smile",
+                "bandages",
+                "short_shorts",
+                "tongue_out",
+                "black_shorts",
+                "yellow_thighhighs",
+                "bear_girl",
+                "simple_background",
+                "full_body",
+                "black_footwear",
+                "nail_polish",
+                "boots"
+            ]
+        },
+        {
+            "id": 1,
+            "size": 8,
+            "tags": [
+                "1girl",
+                "long_sleeves",
+                "looking_at_viewer",
+                "solo",
+                "smile",
+                "white_background",
+                "animal_hood",
+                "honey",
+                "hoodie",
+                "open_mouth",
+                "simple_background",
+                "bear_costume",
+                "hood_up",
+                "blush",
+                "drawstring",
+                "holding_food",
+                "horse_ears",
+                "standing",
+                "strawberry",
+                "upper_body"
+            ]
+        }
+    ],
+    "core_tags": [
+        "short_hair",
+        "animal_ears",
+        "multicolored_hair",
+        "white_hair",
+        "brown_hair",
+        "purple_eyes",
+        "hair_over_one_eye",
+        "bear_ears",
+        "two-tone_hair",
+        "bangs",
+        "breasts"
+    ],
+    "display_name": "beehunter/ビーハンター/猎蜂 (Arknights)",
+    "name": "beehunter (Arknights)",
+    "packages": {
+        "1200": {
+            "description": "dataset with the shorter side not exceeding 1200 pixels.",
+            "filename": "dataset-1200.zip",
+            "package_size": 54563497,
+            "size": 46,
+            "type": "IMG+TXT"
+        },
+        "800": {
+            "description": "dataset with the shorter side not exceeding 800 pixels.",
+            "filename": "dataset-800.zip",
+            "package_size": 32454191,
+            "size": 46,
+            "type": "IMG+TXT"
+        },
+        "raw": {
+            "description": "Raw data with meta information (min edge aligned to 1400 if larger).",
+            "filename": "dataset-raw.zip",
+            "package_size": 64711512,
+            "size": 46,
+            "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": 103539079,
+            "size": 110,
+            "type": "IMG+TXT"
+        },
+        "stage3-p480-800": {
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+            "filename": "dataset-stage3-p480-800.zip",
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+            "size": 110,
+            "type": "IMG+TXT"
+        }
+    },
+    "version": "v1.5"
 }