Publish character 'kafka (Arknights)' to repository, on 2024-01-11 03:57:55 UTC

README.md

@@ -9,22 +9,71 @@ size_categories:
 - n<1K
 ---
 
-# Dataset of kafka_arknights
+# Dataset of kafka/カフカ/卡夫卡 (Arknights)
 
-This is the dataset of kafka_arknights, containing 41 images and their tags.
+This is the dataset of kafka/カフカ/卡夫卡 (Arknights), containing 58 images and their tags.
+
+The core tags of this character are `long_hair, brown_hair, yellow_eyes, bangs, hair_between_eyes, very_long_hair`, 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         |       41 | [Download](dataset-raw.zip)         | Raw data with meta information.                                          |
-| raw-stage3  |      101 | [Download](dataset-raw-stage3.zip)  | 3-stage cropped raw data with meta information.                          |
-| 384x512     |       41 | [Download](dataset-384x512.zip)     | 384x512 aligned dataset.                                                 |
-| 512x512     |       41 | [Download](dataset-512x512.zip)     | 512x512 aligned dataset.                                                 |
-| 512x704     |       41 | [Download](dataset-512x704.zip)     | 512x704 aligned dataset.                                                 |
-| 640x640     |       41 | [Download](dataset-640x640.zip)     | 640x640 aligned dataset.                                                 |
-| 640x880     |       41 | [Download](dataset-640x880.zip)     | 640x880 aligned dataset.                                                 |
-| stage3-640  |      101 | [Download](dataset-stage3-640.zip)  | 3-stage cropped dataset with the shorter side not exceeding 640 pixels.  |
-| stage3-800  |      101 | [Download](dataset-stage3-800.zip)  | 3-stage cropped dataset with the shorter side not exceeding 800 pixels.  |
-| stage3-1200 |      101 | [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 | 90.49 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/kafka_arknights/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
+| 800              |       58 | 44.82 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/kafka_arknights/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
+| stage3-p480-800  |      143 | 100.37 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kafka_arknights/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
+| 1200             |       58 | 76.56 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/kafka_arknights/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
+| stage3-p480-1200 |      143 | 150.07 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kafka_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/kafka_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, prison_clothes, smile, solo, white_shirt, chain, orange_jacket, orange_pants, hood_up, looking_at_viewer, shackles, simple_background, white_background, black_hair, closed_mouth, cowboy_shot, holding, nail_polish, official_alternate_costume, red_pants                 |
+|   1 |        15 | ![](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, looking_at_viewer, solo, hood_up, holding, simple_background, white_background, blush, grin, green_gloves, black_skirt, white_shirt, black_jacket, coat                                                                                                                     |
+|   2 |         9 | ![](samples/2/clu2-sample0.png) | ![](samples/2/clu2-sample1.png) | ![](samples/2/clu2-sample2.png) | ![](samples/2/clu2-sample3.png) | ![](samples/2/clu2-sample4.png) | 1girl, green_jacket, looking_at_viewer, solo, red_skirt, long_sleeves, red_ribbon, smile, white_socks, black_footwear, bow, full_body, ponytail, brown_eyes, hair_ribbon, holding, box, closed_mouth, gift, official_alternate_costume, shoes, simple_background, white_background |
+
+### Table Version
+
+|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | prison_clothes   | smile   | solo   | white_shirt   | chain   | orange_jacket   | orange_pants   | hood_up   | looking_at_viewer   | shackles   | simple_background   | white_background   | black_hair   | closed_mouth   | cowboy_shot   | holding   | nail_polish   | official_alternate_costume   | red_pants   | blush   | grin   | green_gloves   | black_skirt   | black_jacket   | coat   | green_jacket   | red_skirt   | long_sleeves   | red_ribbon   | white_socks   | black_footwear   | bow   | full_body   | ponytail   | brown_eyes   | hair_ribbon   | box   | gift   | shoes   |
+|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-----------------|:--------|:-------|:--------------|:--------|:----------------|:---------------|:----------|:--------------------|:-----------|:--------------------|:-------------------|:-------------|:---------------|:--------------|:----------|:--------------|:-----------------------------|:------------|:--------|:-------|:---------------|:--------------|:---------------|:-------|:---------------|:------------|:---------------|:-------------|:--------------|:-----------------|:------|:------------|:-----------|:-------------|:--------------|:------|:-------|:--------|
+|   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         | X             | X                            | X           |         |        |                |               |                |        |                |             |                |              |               |                  |       |             |            |              |               |       |        |         |
+|   1 |        15 | ![](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      |                |             |                |              |               |                  |       |             |            |              |               |       |        |         |
+|   2 |         9 | ![](samples/2/clu2-sample0.png) | ![](samples/2/clu2-sample1.png) | ![](samples/2/clu2-sample2.png) | ![](samples/2/clu2-sample3.png) | ![](samples/2/clu2-sample4.png) | X       |                  | X       | X      |               |         |                 |                |           | X                   |            | X                   | X                  |              | X              |               | X         |               | X                            |             |         |        |                |               |                |        | X              | X           | X              | X            | X             | X                | X     | X           | X          | X            | X             | X     | X      | X       |
 

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meta.json

@@ -1,4 +1,129 @@
 {
-    "name": "kafka_arknights",
-    "version": "v1.4"
+    "bangumi": null,
+    "base_size": 58,
+    "clusters": [
+        {
+            "id": 0,
+            "size": 5,
+            "tags": [
+                "1girl",
+                "prison_clothes",
+                "smile",
+                "solo",
+                "white_shirt",
+                "chain",
+                "orange_jacket",
+                "orange_pants",
+                "hood_up",
+                "looking_at_viewer",
+                "shackles",
+                "simple_background",
+                "white_background",
+                "black_hair",
+                "closed_mouth",
+                "cowboy_shot",
+                "holding",
+                "nail_polish",
+                "official_alternate_costume",
+                "red_pants"
+            ]
+        },
+        {
+            "id": 1,
+            "size": 15,
+            "tags": [
+                "1girl",
+                "looking_at_viewer",
+                "solo",
+                "hood_up",
+                "holding",
+                "simple_background",
+                "white_background",
+                "blush",
+                "grin",
+                "green_gloves",
+                "black_skirt",
+                "white_shirt",
+                "black_jacket",
+                "coat"
+            ]
+        },
+        {
+            "id": 2,
+            "size": 9,
+            "tags": [
+                "1girl",
+                "green_jacket",
+                "looking_at_viewer",
+                "solo",
+                "red_skirt",
+                "long_sleeves",
+                "red_ribbon",
+                "smile",
+                "white_socks",
+                "black_footwear",
+                "bow",
+                "full_body",
+                "ponytail",
+                "brown_eyes",
+                "hair_ribbon",
+                "holding",
+                "box",
+                "closed_mouth",
+                "gift",
+                "official_alternate_costume",
+                "shoes",
+                "simple_background",
+                "white_background"
+            ]
+        }
+    ],
+    "core_tags": [
+        "long_hair",
+        "brown_hair",
+        "yellow_eyes",
+        "bangs",
+        "hair_between_eyes",
+        "very_long_hair"
+    ],
+    "display_name": "kafka/カフカ/卡夫卡 (Arknights)",
+    "name": "kafka (Arknights)",
+    "packages": {
+        "1200": {
+            "description": "dataset with the shorter side not exceeding 1200 pixels.",
+            "filename": "dataset-1200.zip",
+            "package_size": 80281922,
+            "size": 58,
+            "type": "IMG+TXT"
+        },
+        "800": {
+            "description": "dataset with the shorter side not exceeding 800 pixels.",
+            "filename": "dataset-800.zip",
+            "package_size": 46998562,
+            "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": 94888382,
+            "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": 157359046,
+            "size": 143,
+            "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": 105243700,
+            "size": 143,
+            "type": "IMG+TXT"
+        }
+    },
+    "version": "v1.5"
 }