Publish character 'whisperain (Arknights)' to repository, on 2024-01-10 14:17:02 UTC

README.md

@@ -9,22 +9,81 @@ size_categories:
 - n<1K
 ---
 
-# Dataset of whisperain_arknights
+# Dataset of whisperain/ウィスパーレイン/絮雨 (Arknights)
 
-This is the dataset of whisperain_arknights, containing 200 images and their tags.
+This is the dataset of whisperain/ウィスパーレイン/絮雨 (Arknights), containing 264 images and their tags.
+
+The core tags of this character are `eyepatch, breasts, purple_hair, hair_ornament, hair_over_one_eye, purple_eyes, x_hair_ornament, bangs, medical_eyepatch, large_breasts, long_hair, short_hair, hat, blue_eyes`, 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         |      200 | [Download](dataset-raw.zip)         | Raw data with meta information.                                          |
-| raw-stage3  |      479 | [Download](dataset-raw-stage3.zip)  | 3-stage cropped raw data with meta information.                          |
-| 384x512     |      200 | [Download](dataset-384x512.zip)     | 384x512 aligned dataset.                                                 |
-| 512x512     |      200 | [Download](dataset-512x512.zip)     | 512x512 aligned dataset.                                                 |
-| 512x704     |      200 | [Download](dataset-512x704.zip)     | 512x704 aligned dataset.                                                 |
-| 640x640     |      200 | [Download](dataset-640x640.zip)     | 640x640 aligned dataset.                                                 |
-| 640x880     |      200 | [Download](dataset-640x880.zip)     | 640x880 aligned dataset.                                                 |
-| stage3-640  |      479 | [Download](dataset-stage3-640.zip)  | 3-stage cropped dataset with the shorter side not exceeding 640 pixels.  |
-| stage3-800  |      479 | [Download](dataset-stage3-800.zip)  | 3-stage cropped dataset with the shorter side not exceeding 800 pixels.  |
-| stage3-1200 |      479 | [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              |      264 | 546.90 MiB | [Download](https://huggingface.co/datasets/CyberHarem/whisperain_arknights/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
+| 800              |      264 | 237.82 MiB | [Download](https://huggingface.co/datasets/CyberHarem/whisperain_arknights/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
+| stage3-p480-800  |      673 | 541.66 MiB | [Download](https://huggingface.co/datasets/CyberHarem/whisperain_arknights/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
+| 1200             |      264 | 442.49 MiB | [Download](https://huggingface.co/datasets/CyberHarem/whisperain_arknights/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
+| stage3-p480-1200 |      673 | 876.39 MiB | [Download](https://huggingface.co/datasets/CyberHarem/whisperain_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/whisperain_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 |         6 | ![](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, bare_shoulders, detached_sleeves, looking_at_viewer, simple_background, solo, white_gloves, white_headwear, black_dress, long_sleeves, nurse_cap, upper_body, white_background, parted_lips                                                                                                           |
+|   1 |         7 | ![](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, bare_shoulders, black_dress, detached_sleeves, looking_at_viewer, one_eye_covered, solo, nurse_cap, upper_body, white_background, closed_mouth, simple_background, cleavage, detached_collar, white_headwear                                                                                          |
+|   2 |        11 | ![](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, bare_shoulders, black_dress, detached_sleeves, looking_at_viewer, solo, white_gloves, white_headwear, long_sleeves, nurse_cap, one_eye_covered, two-tone_dress, cleavage, closed_mouth, detached_collar, simple_background, white_dress, upper_body, white_background, gradient_background, grey_hair |
+|   3 |         7 | ![](samples/3/clu3-sample0.png) | ![](samples/3/clu3-sample1.png) | ![](samples/3/clu3-sample2.png) | ![](samples/3/clu3-sample3.png) | ![](samples/3/clu3-sample4.png) | 1girl, bare_shoulders, black_dress, detached_sleeves, long_sleeves, looking_at_viewer, solo, white_gloves, black_umbrella, closed_mouth, holding_umbrella, white_headwear, one_eye_covered, very_long_hair, rain, grey_hair, nurse_cap, pantyhose                                                            |
+|   4 |         7 | ![](samples/4/clu4-sample0.png) | ![](samples/4/clu4-sample1.png) | ![](samples/4/clu4-sample2.png) | ![](samples/4/clu4-sample3.png) | ![](samples/4/clu4-sample4.png) | 1girl, bare_shoulders, black_dress, detached_sleeves, holding_umbrella, looking_at_viewer, solo, white_gloves, long_sleeves, simple_background, upper_body, white_background, one_eye_covered, white_headwear, closed_mouth, grey_hair, parted_lips                                                          |
+|   5 |         5 | ![](samples/5/clu5-sample0.png) | ![](samples/5/clu5-sample1.png) | ![](samples/5/clu5-sample2.png) | ![](samples/5/clu5-sample3.png) | ![](samples/5/clu5-sample4.png) | 1girl, bare_shoulders, black_gloves, elbow_gloves, parted_lips, solo, upper_body, looking_at_viewer, official_alternate_costume, one_eye_covered, black_dress, cleavage, hand_up, simple_background, white_background                                                                                        |
+|   6 |         5 | ![](samples/6/clu6-sample0.png) | ![](samples/6/clu6-sample1.png) | ![](samples/6/clu6-sample2.png) | ![](samples/6/clu6-sample3.png) | ![](samples/6/clu6-sample4.png) | 1girl, bare_shoulders, black_dress, black_gloves, holding_umbrella, looking_at_viewer, official_alternate_costume, one_eye_covered, solo, cleavage, closed_mouth, elbow_gloves, shawl, upper_body, oil-paper_umbrella, simple_background, smile, black_umbrella, white_background                            |
+|   7 |         7 | ![](samples/7/clu7-sample0.png) | ![](samples/7/clu7-sample1.png) | ![](samples/7/clu7-sample2.png) | ![](samples/7/clu7-sample3.png) | ![](samples/7/clu7-sample4.png) | 1girl, bare_shoulders, black_dress, black_gloves, elbow_gloves, feather_boa, holding_umbrella, official_alternate_costume, oil-paper_umbrella, solo, looking_at_viewer, cleavage, cowboy_shot, one_eye_covered, shawl, syringe                                                                               |
+
+### Table Version
+
+|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | bare_shoulders   | detached_sleeves   | looking_at_viewer   | simple_background   | solo   | white_gloves   | white_headwear   | black_dress   | long_sleeves   | nurse_cap   | upper_body   | white_background   | parted_lips   | one_eye_covered   | closed_mouth   | cleavage   | detached_collar   | two-tone_dress   | white_dress   | gradient_background   | grey_hair   | black_umbrella   | holding_umbrella   | very_long_hair   | rain   | pantyhose   | black_gloves   | elbow_gloves   | official_alternate_costume   | hand_up   | shawl   | oil-paper_umbrella   | smile   | feather_boa   | cowboy_shot   | syringe   |
+|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-----------------|:-------------------|:--------------------|:--------------------|:-------|:---------------|:-----------------|:--------------|:---------------|:------------|:-------------|:-------------------|:--------------|:------------------|:---------------|:-----------|:------------------|:-----------------|:--------------|:----------------------|:------------|:-----------------|:-------------------|:-----------------|:-------|:------------|:---------------|:---------------|:-----------------------------|:----------|:--------|:---------------------|:--------|:--------------|:--------------|:----------|
+|   0 |         6 | ![](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             |                   |                |            |                   |                  |               |                       |             |                  |                    |                  |        |             |                |                |                              |           |         |                      |         |               |               |           |
+|   1 |         7 | ![](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                 |                  |               |                       |             |                  |                    |                  |        |             |                |                |                              |           |         |                      |         |               |               |           |
+|   2 |        11 | ![](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           |                  |                    |                  |        |             |                |                |                              |           |         |                      |         |               |               |           |
+|   3 |         7 | ![](samples/3/clu3-sample0.png) | ![](samples/3/clu3-sample1.png) | ![](samples/3/clu3-sample2.png) | ![](samples/3/clu3-sample3.png) | ![](samples/3/clu3-sample4.png) | X       | X                | X                  | X                   |                     | X      | X              | X                | X             | X              | X           |              |                    |               | X                 | X              |            |                   |                  |               |                       | X           | X                | X                  | X                | X      | X           |                |                |                              |           |         |                      |         |               |               |           |
+|   4 |         7 | ![](samples/4/clu4-sample0.png) | ![](samples/4/clu4-sample1.png) | ![](samples/4/clu4-sample2.png) | ![](samples/4/clu4-sample3.png) | ![](samples/4/clu4-sample4.png) | X       | X                | X                  | X                   | X                   | X      | X              | X                | X             | X              |             | X            | X                  | X             | X                 | X              |            |                   |                  |               |                       | X           |                  | X                  |                  |        |             |                |                |                              |           |         |                      |         |               |               |           |
+|   5 |         5 | ![](samples/5/clu5-sample0.png) | ![](samples/5/clu5-sample1.png) | ![](samples/5/clu5-sample2.png) | ![](samples/5/clu5-sample3.png) | ![](samples/5/clu5-sample4.png) | X       | X                |                    | X                   | X                   | X      |                |                  | X             |                |             | X            | X                  | X             | X                 |                | X          |                   |                  |               |                       |             |                  |                    |                  |        |             | X              | X              | X                            | X         |         |                      |         |               |               |           |
+|   6 |         5 | ![](samples/6/clu6-sample0.png) | ![](samples/6/clu6-sample1.png) | ![](samples/6/clu6-sample2.png) | ![](samples/6/clu6-sample3.png) | ![](samples/6/clu6-sample4.png) | X       | X                |                    | X                   | X                   | X      |                |                  | X             |                |             | X            | X                  |               | X                 | X              | X          |                   |                  |               |                       |             | X                | X                  |                  |        |             | X              | X              | X                            |           | X       | X                    | X       |               |               |           |
+|   7 |         7 | ![](samples/7/clu7-sample0.png) | ![](samples/7/clu7-sample1.png) | ![](samples/7/clu7-sample2.png) | ![](samples/7/clu7-sample3.png) | ![](samples/7/clu7-sample4.png) | X       | X                |                    | X                   |                     | X      |                |                  | X             |                |             |              |                    |               | X                 |                | X          |                   |                  |               |                       |             |                  | X                  |                  |        |             | X              | X              | X                            |           | X       | X                    |         | X             | X             | X         |
 

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meta.json

@@ -1,4 +1,245 @@
 {
-    "name": "whisperain_arknights",
-    "version": "v1.4"
+    "bangumi": null,
+    "base_size": 264,
+    "clusters": [
+        {
+            "id": 0,
+            "size": 6,
+            "tags": [
+                "1girl",
+                "bare_shoulders",
+                "detached_sleeves",
+                "looking_at_viewer",
+                "simple_background",
+                "solo",
+                "white_gloves",
+                "white_headwear",
+                "black_dress",
+                "long_sleeves",
+                "nurse_cap",
+                "upper_body",
+                "white_background",
+                "parted_lips"
+            ]
+        },
+        {
+            "id": 1,
+            "size": 7,
+            "tags": [
+                "1girl",
+                "bare_shoulders",
+                "black_dress",
+                "detached_sleeves",
+                "looking_at_viewer",
+                "one_eye_covered",
+                "solo",
+                "nurse_cap",
+                "upper_body",
+                "white_background",
+                "closed_mouth",
+                "simple_background",
+                "cleavage",
+                "detached_collar",
+                "white_headwear"
+            ]
+        },
+        {
+            "id": 2,
+            "size": 11,
+            "tags": [
+                "1girl",
+                "bare_shoulders",
+                "black_dress",
+                "detached_sleeves",
+                "looking_at_viewer",
+                "solo",
+                "white_gloves",
+                "white_headwear",
+                "long_sleeves",
+                "nurse_cap",
+                "one_eye_covered",
+                "two-tone_dress",
+                "cleavage",
+                "closed_mouth",
+                "detached_collar",
+                "simple_background",
+                "white_dress",
+                "upper_body",
+                "white_background",
+                "gradient_background",
+                "grey_hair"
+            ]
+        },
+        {
+            "id": 3,
+            "size": 7,
+            "tags": [
+                "1girl",
+                "bare_shoulders",
+                "black_dress",
+                "detached_sleeves",
+                "long_sleeves",
+                "looking_at_viewer",
+                "solo",
+                "white_gloves",
+                "black_umbrella",
+                "closed_mouth",
+                "holding_umbrella",
+                "white_headwear",
+                "one_eye_covered",
+                "very_long_hair",
+                "rain",
+                "grey_hair",
+                "nurse_cap",
+                "pantyhose"
+            ]
+        },
+        {
+            "id": 4,
+            "size": 7,
+            "tags": [
+                "1girl",
+                "bare_shoulders",
+                "black_dress",
+                "detached_sleeves",
+                "holding_umbrella",
+                "looking_at_viewer",
+                "solo",
+                "white_gloves",
+                "long_sleeves",
+                "simple_background",
+                "upper_body",
+                "white_background",
+                "one_eye_covered",
+                "white_headwear",
+                "closed_mouth",
+                "grey_hair",
+                "parted_lips"
+            ]
+        },
+        {
+            "id": 5,
+            "size": 5,
+            "tags": [
+                "1girl",
+                "bare_shoulders",
+                "black_gloves",
+                "elbow_gloves",
+                "parted_lips",
+                "solo",
+                "upper_body",
+                "looking_at_viewer",
+                "official_alternate_costume",
+                "one_eye_covered",
+                "black_dress",
+                "cleavage",
+                "hand_up",
+                "simple_background",
+                "white_background"
+            ]
+        },
+        {
+            "id": 6,
+            "size": 5,
+            "tags": [
+                "1girl",
+                "bare_shoulders",
+                "black_dress",
+                "black_gloves",
+                "holding_umbrella",
+                "looking_at_viewer",
+                "official_alternate_costume",
+                "one_eye_covered",
+                "solo",
+                "cleavage",
+                "closed_mouth",
+                "elbow_gloves",
+                "shawl",
+                "upper_body",
+                "oil-paper_umbrella",
+                "simple_background",
+                "smile",
+                "black_umbrella",
+                "white_background"
+            ]
+        },
+        {
+            "id": 7,
+            "size": 7,
+            "tags": [
+                "1girl",
+                "bare_shoulders",
+                "black_dress",
+                "black_gloves",
+                "elbow_gloves",
+                "feather_boa",
+                "holding_umbrella",
+                "official_alternate_costume",
+                "oil-paper_umbrella",
+                "solo",
+                "looking_at_viewer",
+                "cleavage",
+                "cowboy_shot",
+                "one_eye_covered",
+                "shawl",
+                "syringe"
+            ]
+        }
+    ],
+    "core_tags": [
+        "eyepatch",
+        "breasts",
+        "purple_hair",
+        "hair_ornament",
+        "hair_over_one_eye",
+        "purple_eyes",
+        "x_hair_ornament",
+        "bangs",
+        "medical_eyepatch",
+        "large_breasts",
+        "long_hair",
+        "short_hair",
+        "hat",
+        "blue_eyes"
+    ],
+    "display_name": "whisperain/ウィスパーレイン/絮雨 (Arknights)",
+    "name": "whisperain (Arknights)",
+    "packages": {
+        "1200": {
+            "description": "dataset with the shorter side not exceeding 1200 pixels.",
+            "filename": "dataset-1200.zip",
+            "package_size": 463984778,
+            "size": 264,
+            "type": "IMG+TXT"
+        },
+        "800": {
+            "description": "dataset with the shorter side not exceeding 800 pixels.",
+            "filename": "dataset-800.zip",
+            "package_size": 249373347,
+            "size": 264,
+            "type": "IMG+TXT"
+        },
+        "raw": {
+            "description": "Raw data with meta information (min edge aligned to 1400 if larger).",
+            "filename": "dataset-raw.zip",
+            "package_size": 573462197,
+            "size": 264,
+            "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": 918964955,
+            "size": 673,
+            "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": 567973579,
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 }