Publish character 'klee (Genshin Impact)' to repository, on 2024-01-10 15:53:39 UTC

README.md

@@ -9,22 +9,79 @@ size_categories:
 - n<1K
 ---
 
-# Dataset of klee_genshin
+# Dataset of klee/クレー/可莉 (Genshin Impact)
 
-This is the dataset of klee_genshin, containing 200 images and their tags.
+This is the dataset of klee/クレー/可莉 (Genshin Impact), containing 500 images and their tags.
+
+The core tags of this character are `bangs, long_hair, twintails, ahoge, pointy_ears, low_twintails, hair_between_eyes, hat, red_headwear, sidelocks, cabbie_hat, light_brown_hair, red_eyes, hat_ornament, orange_eyes, blonde_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         |      200 | [Download](dataset-raw.zip)         | Raw data with meta information.                                          |
-| raw-stage3  |      498 | [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  |      498 | [Download](dataset-stage3-640.zip)  | 3-stage cropped dataset with the shorter side not exceeding 640 pixels.  |
-| stage3-800  |      498 | [Download](dataset-stage3-800.zip)  | 3-stage cropped dataset with the shorter side not exceeding 800 pixels.  |
-| stage3-1200 |      498 | [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              |      500 | 991.27 MiB | [Download](https://huggingface.co/datasets/CyberHarem/klee_genshin/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
+| 800              |      500 | 465.55 MiB | [Download](https://huggingface.co/datasets/CyberHarem/klee_genshin/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
+| stage3-p480-800  |     1380 | 1.09 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/klee_genshin/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
+| 1200             |      500 | 826.60 MiB | [Download](https://huggingface.co/datasets/CyberHarem/klee_genshin/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
+| stage3-p480-1200 |     1380 | 1.72 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/klee_genshin/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/klee_genshin',
+    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, :d, backpack, brown_footwear, hat_feather, knee_boots, long_sleeves, looking_at_viewer, open_mouth, red_dress, socks, solo, brown_gloves, full_body, simple_background, white_background, feathers, arm_up, bag_charm, blush                                                      |
+|   1 |        12 | ![](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, :d, bag_charm, bloomers, brown_footwear, brown_gloves, brown_scarf, clover_print, hat_feather, knee_boots, kneehighs, long_sleeves, pocket, randoseru, red_coat, solo, looking_at_viewer, open_mouth, full_body, simple_background, white_background, arm_up, standing_on_one_leg |
+|   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, :d, bloomers, brown_footwear, brown_gloves, brown_scarf, cloudy_sky, clover_print, hat_feather, knee_boots, kneehighs, long_sleeves, looking_at_viewer, open_mouth, pocket, randoseru, red_coat, solo, bag_charm, blue_sky, full_body, outdoors, arm_up, depth_of_field, grass    |
+|   3 |        17 | ![](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, :d, bag_charm, clover_print, hat_feather, long_sleeves, looking_at_viewer, open_mouth, randoseru, red_coat, solo, brown_gloves, brown_scarf, simple_background, pocket, white_background                                                                                          |
+|   4 |         5 | ![](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, :d, brown_gloves, brown_scarf, clover_print, depth_of_field, hat_feather, long_sleeves, looking_at_viewer, open_mouth, red_coat, solo, blue_sky, pocket, randoseru, bag_charm, cloudy_sky, carrying, holding, stuffed_toy                                                         |
+|   5 |        22 | ![](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, alternate_costume, looking_at_viewer, solo, witch_hat, clover_print, short_sleeves, :d, black_gloves, open_mouth, hat_bow, frills, ribbon, dress, simple_background, bowtie, white_background, puffy_sleeves                                                                      |
+|   6 |         6 | ![](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, alternate_costume, black_footwear, black_gloves, bloomers, clover_print, looking_at_viewer, solo, white_thighhighs, witch_hat, open_mouth, skirt, :d, bag, hair_bow, hat_bow, frills, full_body, mary_janes, outstretched_arms, puffy_short_sleeves, red_bow                      |
+
+### Table Version
+
+|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | :d   | backpack   | brown_footwear   | hat_feather   | knee_boots   | long_sleeves   | looking_at_viewer   | open_mouth   | red_dress   | socks   | solo   | brown_gloves   | full_body   | simple_background   | white_background   | feathers   | arm_up   | bag_charm   | blush   | bloomers   | brown_scarf   | clover_print   | kneehighs   | pocket   | randoseru   | red_coat   | standing_on_one_leg   | cloudy_sky   | blue_sky   | outdoors   | depth_of_field   | grass   | carrying   | holding   | stuffed_toy   | alternate_costume   | witch_hat   | short_sleeves   | black_gloves   | hat_bow   | frills   | ribbon   | dress   | bowtie   | puffy_sleeves   | black_footwear   | white_thighhighs   | skirt   | bag   | hair_bow   | mary_janes   | outstretched_arms   | puffy_short_sleeves   | red_bow   |
+|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-----|:-----------|:-----------------|:--------------|:-------------|:---------------|:--------------------|:-------------|:------------|:--------|:-------|:---------------|:------------|:--------------------|:-------------------|:-----------|:---------|:------------|:--------|:-----------|:--------------|:---------------|:------------|:---------|:------------|:-----------|:----------------------|:-------------|:-----------|:-----------|:-----------------|:--------|:-----------|:----------|:--------------|:--------------------|:------------|:----------------|:---------------|:----------|:---------|:---------|:--------|:---------|:----------------|:-----------------|:-------------------|:--------|:------|:-----------|:-------------|:--------------------|:----------------------|:----------|
+|   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           | X                   | X                  | X          | X        | X           | X       |            |               |                |             |          |             |            |                       |              |            |            |                  |         |            |           |               |                     |             |                 |                |           |          |          |         |          |                 |                  |                    |         |       |            |              |                     |                       |           |
+|   1 |        12 | ![](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        | 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          | X                | X       |            |           |               |                     |             |                 |                |           |          |          |         |          |                 |                  |                    |         |       |            |              |                     |                       |           |
+|   3 |        17 | ![](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          |                       |              |            |            |                  |         |            |           |               |                     |             |                 |                |           |          |          |         |          |                 |                  |                    |         |       |            |              |                     |                       |           |
+|   4 |         5 | ![](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                |         | X          | X         | X             |                     |             |                 |                |           |          |          |         |          |                 |                  |                    |         |       |            |              |                     |                       |           |
+|   5 |        22 | ![](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        | X       | X        | X               |                  |                    |         |       |            |              |                     |                       |           |
+|   6 |         6 | ![](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            | X                   | X                     | X         |
 

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meta.json

@@ -1,4 +1,250 @@
 {
-    "name": "klee_genshin",
-    "version": "v1.4"
+    "bangumi": null,
+    "base_size": 500,
+    "clusters": [
+        {
+            "id": 0,
+            "size": 6,
+            "tags": [
+                "1girl",
+                ":d",
+                "backpack",
+                "brown_footwear",
+                "hat_feather",
+                "knee_boots",
+                "long_sleeves",
+                "looking_at_viewer",
+                "open_mouth",
+                "red_dress",
+                "socks",
+                "solo",
+                "brown_gloves",
+                "full_body",
+                "simple_background",
+                "white_background",
+                "feathers",
+                "arm_up",
+                "bag_charm",
+                "blush"
+            ]
+        },
+        {
+            "id": 1,
+            "size": 12,
+            "tags": [
+                "1girl",
+                ":d",
+                "bag_charm",
+                "bloomers",
+                "brown_footwear",
+                "brown_gloves",
+                "brown_scarf",
+                "clover_print",
+                "hat_feather",
+                "knee_boots",
+                "kneehighs",
+                "long_sleeves",
+                "pocket",
+                "randoseru",
+                "red_coat",
+                "solo",
+                "looking_at_viewer",
+                "open_mouth",
+                "full_body",
+                "simple_background",
+                "white_background",
+                "arm_up",
+                "standing_on_one_leg"
+            ]
+        },
+        {
+            "id": 2,
+            "size": 9,
+            "tags": [
+                "1girl",
+                ":d",
+                "bloomers",
+                "brown_footwear",
+                "brown_gloves",
+                "brown_scarf",
+                "cloudy_sky",
+                "clover_print",
+                "hat_feather",
+                "knee_boots",
+                "kneehighs",
+                "long_sleeves",
+                "looking_at_viewer",
+                "open_mouth",
+                "pocket",
+                "randoseru",
+                "red_coat",
+                "solo",
+                "bag_charm",
+                "blue_sky",
+                "full_body",
+                "outdoors",
+                "arm_up",
+                "depth_of_field",
+                "grass"
+            ]
+        },
+        {
+            "id": 3,
+            "size": 17,
+            "tags": [
+                "1girl",
+                ":d",
+                "bag_charm",
+                "clover_print",
+                "hat_feather",
+                "long_sleeves",
+                "looking_at_viewer",
+                "open_mouth",
+                "randoseru",
+                "red_coat",
+                "solo",
+                "brown_gloves",
+                "brown_scarf",
+                "simple_background",
+                "pocket",
+                "white_background"
+            ]
+        },
+        {
+            "id": 4,
+            "size": 5,
+            "tags": [
+                "1girl",
+                ":d",
+                "brown_gloves",
+                "brown_scarf",
+                "clover_print",
+                "depth_of_field",
+                "hat_feather",
+                "long_sleeves",
+                "looking_at_viewer",
+                "open_mouth",
+                "red_coat",
+                "solo",
+                "blue_sky",
+                "pocket",
+                "randoseru",
+                "bag_charm",
+                "cloudy_sky",
+                "carrying",
+                "holding",
+                "stuffed_toy"
+            ]
+        },
+        {
+            "id": 5,
+            "size": 22,
+            "tags": [
+                "1girl",
+                "alternate_costume",
+                "looking_at_viewer",
+                "solo",
+                "witch_hat",
+                "clover_print",
+                "short_sleeves",
+                ":d",
+                "black_gloves",
+                "open_mouth",
+                "hat_bow",
+                "frills",
+                "ribbon",
+                "dress",
+                "simple_background",
+                "bowtie",
+                "white_background",
+                "puffy_sleeves"
+            ]
+        },
+        {
+            "id": 6,
+            "size": 6,
+            "tags": [
+                "1girl",
+                "alternate_costume",
+                "black_footwear",
+                "black_gloves",
+                "bloomers",
+                "clover_print",
+                "looking_at_viewer",
+                "solo",
+                "white_thighhighs",
+                "witch_hat",
+                "open_mouth",
+                "skirt",
+                ":d",
+                "bag",
+                "hair_bow",
+                "hat_bow",
+                "frills",
+                "full_body",
+                "mary_janes",
+                "outstretched_arms",
+                "puffy_short_sleeves",
+                "red_bow"
+            ]
+        }
+    ],
+    "core_tags": [
+        "bangs",
+        "long_hair",
+        "twintails",
+        "ahoge",
+        "pointy_ears",
+        "low_twintails",
+        "hair_between_eyes",
+        "hat",
+        "red_headwear",
+        "sidelocks",
+        "cabbie_hat",
+        "light_brown_hair",
+        "red_eyes",
+        "hat_ornament",
+        "orange_eyes",
+        "blonde_hair"
+    ],
+    "display_name": "klee/クレー/可莉 (Genshin Impact)",
+    "name": "klee (Genshin Impact)",
+    "packages": {
+        "1200": {
+            "description": "dataset with the shorter side not exceeding 1200 pixels.",
+            "filename": "dataset-1200.zip",
+            "package_size": 866747812,
+            "size": 500,
+            "type": "IMG+TXT"
+        },
+        "800": {
+            "description": "dataset with the shorter side not exceeding 800 pixels.",
+            "filename": "dataset-800.zip",
+            "package_size": 488166972,
+            "size": 500,
+            "type": "IMG+TXT"
+        },
+        "raw": {
+            "description": "Raw data with meta information (min edge aligned to 1400 if larger).",
+            "filename": "dataset-raw.zip",
+            "package_size": 1039418328,
+            "size": 500,
+            "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": 1849448081,
+            "size": 1380,
+            "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": 1168463739,
+            "size": 1380,
+            "type": "IMG+TXT"
+        }
+    },
+    "version": "v1.5"
 }