Publish character 'uranami (Kantai Collection)' to repository, on 2024-01-16 07:43:46 UTC

README.md

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+---
+license: mit
+task_categories:
+- text-to-image
+tags:
+- art
+- not-for-all-audiences
+size_categories:
+- n<1K
+---
+
+# Dataset of uranami (Kantai Collection)
+
+This is the dataset of uranami (Kantai Collection), containing 214 images and their tags.
+
+The core tags of this character are `long_hair, brown_hair, braid, brown_eyes, single_braid, hair_over_shoulder`, 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)).
+
+## List of Packages
+
+| Name             |   Images | Size       | Download                                                                                                                  | Type       | Description                                                          |
+|:-----------------|---------:|:-----------|:--------------------------------------------------------------------------------------------------------------------------|:-----------|:---------------------------------------------------------------------|
+| raw              |      214 | 135.43 MiB | [Download](https://huggingface.co/datasets/CyberHarem/uranami_kantaicollection/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
+| 800              |      214 | 99.38 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/uranami_kantaicollection/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
+| stage3-p480-800  |      386 | 178.27 MiB | [Download](https://huggingface.co/datasets/CyberHarem/uranami_kantaicollection/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
+| 1200             |      214 | 126.52 MiB | [Download](https://huggingface.co/datasets/CyberHarem/uranami_kantaicollection/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
+| stage3-p480-1200 |      386 | 220.26 MiB | [Download](https://huggingface.co/datasets/CyberHarem/uranami_kantaicollection/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/uranami_kantaicollection',
+    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 |        11 | ![](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, blue_sailor_collar, blue_skirt, looking_at_viewer, pleated_skirt, serafuku, simple_background, solo, white_background, neckerchief, cowboy_shot, one-hour_drawing_challenge, open_mouth, dated, twitter_username, smile |
+|   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) | blue_pants, camera, white_shirt, 1girl, belt, bag, jeans, open_mouth, solo, alternate_costume, cowboy_shot, looking_at_viewer, short_sleeves, smile, blush, holding, simple_background, white_background                       |
+|   2 |         7 | ![](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, blush, solo, underwear_only, bangs, looking_at_viewer, white_panties, navel, open_mouth, small_breasts, white_bra, collarbone                                                                                           |
+
+### Table Version
+
+|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | blue_sailor_collar   | blue_skirt   | looking_at_viewer   | pleated_skirt   | serafuku   | simple_background   | solo   | white_background   | neckerchief   | cowboy_shot   | one-hour_drawing_challenge   | open_mouth   | dated   | twitter_username   | smile   | blue_pants   | camera   | white_shirt   | belt   | bag   | jeans   | alternate_costume   | short_sleeves   | blush   | holding   | underwear_only   | bangs   | white_panties   | navel   | small_breasts   | white_bra   | collarbone   |
+|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:---------------------|:-------------|:--------------------|:----------------|:-----------|:--------------------|:-------|:-------------------|:--------------|:--------------|:-----------------------------|:-------------|:--------|:-------------------|:--------|:-------------|:---------|:--------------|:-------|:------|:--------|:--------------------|:----------------|:--------|:----------|:-----------------|:--------|:----------------|:--------|:----------------|:------------|:-------------|
+|   0 |        11 | ![](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       |              |          |               |        |       |         |                     |                 |         |           |                  |         |                 |         |                 |             |              |
+|   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         |                  |         |                 |         |                 |             |              |
+|   2 |         7 | ![](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            |
+

dataset-1200.zip

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+oid sha256:12f17cc9ceac0c96f0397bfb7f27748eb481b73459b4cf977d6f4e4a2e430b99
+size 132669827

dataset-800.zip

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+oid sha256:dd17350a5980fbb1234d066f79278f85892e145a567b08d487bd4f737bde5b98
+size 104207131

dataset-raw.zip

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+oid sha256:4ec1447b3faf30d0cb50e1028a5db4cb85affbc725e5348dc80e831ffa1d3ae7
+size 142003925

dataset-stage3-p480-1200.zip

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+oid sha256:9ce4f4a723d041ec247a8c3716ca4b85847ff0c2253f891f820c8c99045df70b
+size 230959504

dataset-stage3-p480-800.zip

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+size 186932117

meta.json

@@ -0,0 +1,118 @@
+{
+    "bangumi": null,
+    "base_size": 214,
+    "clusters": [
+        {
+            "id": 0,
+            "size": 11,
+            "tags": [
+                "1girl",
+                "blue_sailor_collar",
+                "blue_skirt",
+                "looking_at_viewer",
+                "pleated_skirt",
+                "serafuku",
+                "simple_background",
+                "solo",
+                "white_background",
+                "neckerchief",
+                "cowboy_shot",
+                "one-hour_drawing_challenge",
+                "open_mouth",
+                "dated",
+                "twitter_username",
+                "smile"
+            ]
+        },
+        {
+            "id": 1,
+            "size": 8,
+            "tags": [
+                "blue_pants",
+                "camera",
+                "white_shirt",
+                "1girl",
+                "belt",
+                "bag",
+                "jeans",
+                "open_mouth",
+                "solo",
+                "alternate_costume",
+                "cowboy_shot",
+                "looking_at_viewer",
+                "short_sleeves",
+                "smile",
+                "blush",
+                "holding",
+                "simple_background",
+                "white_background"
+            ]
+        },
+        {
+            "id": 2,
+            "size": 7,
+            "tags": [
+                "1girl",
+                "blush",
+                "solo",
+                "underwear_only",
+                "bangs",
+                "looking_at_viewer",
+                "white_panties",
+                "navel",
+                "open_mouth",
+                "small_breasts",
+                "white_bra",
+                "collarbone"
+            ]
+        }
+    ],
+    "core_tags": [
+        "long_hair",
+        "brown_hair",
+        "braid",
+        "brown_eyes",
+        "single_braid",
+        "hair_over_shoulder"
+    ],
+    "display_name": "uranami (Kantai Collection)",
+    "name": "uranami (Kantai Collection)",
+    "packages": {
+        "1200": {
+            "description": "dataset with the shorter side not exceeding 1200 pixels.",
+            "filename": "dataset-1200.zip",
+            "package_size": 132669827,
+            "size": 214,
+            "type": "IMG+TXT"
+        },
+        "800": {
+            "description": "dataset with the shorter side not exceeding 800 pixels.",
+            "filename": "dataset-800.zip",
+            "package_size": 104207131,
+            "size": 214,
+            "type": "IMG+TXT"
+        },
+        "raw": {
+            "description": "Raw data with meta information (min edge aligned to 1400 if larger).",
+            "filename": "dataset-raw.zip",
+            "package_size": 142003925,
+            "size": 214,
+            "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": 230959504,
+            "size": 386,
+            "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": 186932117,
+            "size": 386,
+            "type": "IMG+TXT"
+        }
+    },
+    "version": "v1.5"
+}