Publish character 'lancet-2 (Arknights)' to repository, on 2024-01-11 07:37:28 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 lancet-2/Lancet-2/Lancet-2 (Arknights)
+
+This is the dataset of lancet-2/Lancet-2/Lancet-2 (Arknights), containing 22 images and their tags.
+
+The core tags of this character are `pointy_ears, short_hair, bangs, black_hair, tail, goggles_on_head, snake_tail, blue_eyes, breasts, hair_ornament, hair_flower, medium_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)).
+
+## List of Packages
+
+| Name             |   Images | Size      | Download                                                                                                            | Type       | Description                                                          |
+|:-----------------|---------:|:----------|:--------------------------------------------------------------------------------------------------------------------|:-----------|:---------------------------------------------------------------------|
+| raw              |       22 | 37.15 MiB | [Download](https://huggingface.co/datasets/CyberHarem/lancet_2_arknights/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
+| 800              |       22 | 16.89 MiB | [Download](https://huggingface.co/datasets/CyberHarem/lancet_2_arknights/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
+| stage3-p480-800  |       55 | 38.63 MiB | [Download](https://huggingface.co/datasets/CyberHarem/lancet_2_arknights/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
+| 1200             |       22 | 31.36 MiB | [Download](https://huggingface.co/datasets/CyberHarem/lancet_2_arknights/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
+| stage3-p480-1200 |       55 | 58.67 MiB | [Download](https://huggingface.co/datasets/CyberHarem/lancet_2_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/lancet_2_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, bandeau, bare_shoulders, solo, thigh_strap, thighs, tube_top, black_gloves, blue_hairband, looking_at_viewer, black_panties, cleavage, holding, midriff, simple_background, white_background, ass, cowboy_shot, goggles, navel, open_mouth, smile, stomach, torn_clothes, wrench |
+
+### Table Version
+
+|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | bandeau   | bare_shoulders   | solo   | thigh_strap   | thighs   | tube_top   | black_gloves   | blue_hairband   | looking_at_viewer   | black_panties   | cleavage   | holding   | midriff   | simple_background   | white_background   | ass   | cowboy_shot   | goggles   | navel   | open_mouth   | smile   | stomach   | torn_clothes   | wrench   |
+|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:----------|:-----------------|:-------|:--------------|:---------|:-----------|:---------------|:----------------|:--------------------|:----------------|:-----------|:----------|:----------|:--------------------|:-------------------|:------|:--------------|:----------|:--------|:-------------|:--------|:----------|:---------------|:---------|
+|   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       | X            | X       | X         | X              | X        |
+

dataset-1200.zip

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+version https://git-lfs.github.com/spec/v1
+oid sha256:22367ba0ae97655f8e03f4c6d65371499d4b1df18875345a57b8c5a2b6fe1187
+size 32883756

dataset-800.zip

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+version https://git-lfs.github.com/spec/v1
+oid sha256:b00ba1a6e068f6522a93340b70ba02d1fb9cf92681e53f136bc865d07f7553e5
+size 17714874

dataset-raw.zip

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+version https://git-lfs.github.com/spec/v1
+oid sha256:db33128fc1dded521978d9786181af5f3cb1cef024a0fbe9cdcb5496d7ff7fc9
+size 38958719

dataset-stage3-p480-1200.zip

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+version https://git-lfs.github.com/spec/v1
+oid sha256:a934a4bed672e4b383bbfaa4d641977f288d4c41fd1a9aae27058f086a112b3c
+size 61523172

dataset-stage3-p480-800.zip

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+version https://git-lfs.github.com/spec/v1
+oid sha256:da88f721b68bd05cd2f1c21b297acc1f8853451e0cffd6deb34991a495eef065
+size 40501783

meta.json

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+{
+    "bangumi": null,
+    "base_size": 22,
+    "clusters": [
+        {
+            "id": 0,
+            "size": 5,
+            "tags": [
+                "1girl",
+                "bandeau",
+                "bare_shoulders",
+                "solo",
+                "thigh_strap",
+                "thighs",
+                "tube_top",
+                "black_gloves",
+                "blue_hairband",
+                "looking_at_viewer",
+                "black_panties",
+                "cleavage",
+                "holding",
+                "midriff",
+                "simple_background",
+                "white_background",
+                "ass",
+                "cowboy_shot",
+                "goggles",
+                "navel",
+                "open_mouth",
+                "smile",
+                "stomach",
+                "torn_clothes",
+                "wrench"
+            ]
+        }
+    ],
+    "core_tags": [
+        "pointy_ears",
+        "short_hair",
+        "bangs",
+        "black_hair",
+        "tail",
+        "goggles_on_head",
+        "snake_tail",
+        "blue_eyes",
+        "breasts",
+        "hair_ornament",
+        "hair_flower",
+        "medium_breasts"
+    ],
+    "display_name": "lancet-2/Lancet-2/Lancet-2 (Arknights)",
+    "name": "lancet-2 (Arknights)",
+    "packages": {
+        "1200": {
+            "description": "dataset with the shorter side not exceeding 1200 pixels.",
+            "filename": "dataset-1200.zip",
+            "package_size": 32883756,
+            "size": 22,
+            "type": "IMG+TXT"
+        },
+        "800": {
+            "description": "dataset with the shorter side not exceeding 800 pixels.",
+            "filename": "dataset-800.zip",
+            "package_size": 17714874,
+            "size": 22,
+            "type": "IMG+TXT"
+        },
+        "raw": {
+            "description": "Raw data with meta information (min edge aligned to 1400 if larger).",
+            "filename": "dataset-raw.zip",
+            "package_size": 38958719,
+            "size": 22,
+            "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": 61523172,
+            "size": 55,
+            "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": 40501783,
+            "size": 55,
+            "type": "IMG+TXT"
+        }
+    },
+    "version": "v1.5"
+}