Publish character 'purestream (Arknights)' to repository, on 2024-01-11 04:07:25 UTC

README.md

@@ -9,22 +9,67 @@ size_categories:
 - n<1K
 ---
 
-# Dataset of purestream_arknights
+# Dataset of purestream/セイリュウ/清流 (Arknights)
 
-This is the dataset of purestream_arknights, containing 49 images and their tags.
+This is the dataset of purestream/セイリュウ/清流 (Arknights), containing 53 images and their tags.
+
+The core tags of this character are `long_hair, bangs, twintails, blue_eyes, low_twintails, bow, breasts, visor_cap, brown_hair, hat, white_headwear, blue_bow, hair_between_eyes, purple_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         |       49 | [Download](dataset-raw.zip)         | Raw data with meta information.                                          |
-| raw-stage3  |      111 | [Download](dataset-raw-stage3.zip)  | 3-stage cropped raw data with meta information.                          |
-| 384x512     |       49 | [Download](dataset-384x512.zip)     | 384x512 aligned dataset.                                                 |
-| 512x512     |       49 | [Download](dataset-512x512.zip)     | 512x512 aligned dataset.                                                 |
-| 512x704     |       49 | [Download](dataset-512x704.zip)     | 512x704 aligned dataset.                                                 |
-| 640x640     |       49 | [Download](dataset-640x640.zip)     | 640x640 aligned dataset.                                                 |
-| 640x880     |       49 | [Download](dataset-640x880.zip)     | 640x880 aligned dataset.                                                 |
-| stage3-640  |      111 | [Download](dataset-stage3-640.zip)  | 3-stage cropped dataset with the shorter side not exceeding 640 pixels.  |
-| stage3-800  |      111 | [Download](dataset-stage3-800.zip)  | 3-stage cropped dataset with the shorter side not exceeding 800 pixels.  |
-| stage3-1200 |      111 | [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              |       53 | 84.14 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/purestream_arknights/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
+| 800              |       53 | 44.41 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/purestream_arknights/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
+| stage3-p480-800  |      143 | 101.95 MiB | [Download](https://huggingface.co/datasets/CyberHarem/purestream_arknights/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
+| 1200             |       53 | 72.18 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/purestream_arknights/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
+| stage3-p480-1200 |      143 | 142.16 MiB | [Download](https://huggingface.co/datasets/CyberHarem/purestream_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/purestream_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 |        13 | ![](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, solo, looking_at_viewer, sleeveless_dress, white_dress, bare_shoulders, bare_arms, white_background, hair_bow, water, white_bow, holding, blush, collarbone, shoulder_bag, :d, closed_mouth, open_mouth, white_footwear |
+
+### Table Version
+
+|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | solo   | looking_at_viewer   | sleeveless_dress   | white_dress   | bare_shoulders   | bare_arms   | white_background   | hair_bow   | water   | white_bow   | holding   | blush   | collarbone   | shoulder_bag   | :d   | closed_mouth   | open_mouth   | white_footwear   |
+|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-------|:--------------------|:-------------------|:--------------|:-----------------|:------------|:-------------------|:-----------|:--------|:------------|:----------|:--------|:-------------|:---------------|:-----|:---------------|:-------------|:-----------------|
+|   0 |        13 | ![](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                |
 

dataset-384x512.zip → dataset-1200.zip

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:441ccf357ea6f075d3471d26658c34578a05aad5e56366ff6ab7aadf8bff9796
-size 11305812
+oid sha256:c347392566b7be1ac1e28d6a51c218296aeec545f29810e900c6a5df1431a9e7
+size 75681899

dataset-640x880.zip

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:e60da4adad36eecfbdbdc8942b4dca59cd41efdf4bd4c4ef37a88568bcb60ac2
-size 27320308

dataset-512x512.zip → dataset-800.zip

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:a8464cfe61c411340bbd4c1db3619bf34fe2ca1256b10d681169a7ff84dff86f
-size 12796468
+oid sha256:0661e9f9b402da06245764519afc32e75e41dfd42797db17f36a45e73e02abda
+size 46567725

dataset-raw-stage3.zip

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:66b3eb29551f21800420864af2d026eb666f0db0d21acdc7201a92e71f851c94
-size 63469010

dataset-raw.zip

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:7cc4ff284a6f925beabea997ad40b33ccae55799877949f3419ae6070ccb1de0
-size 36538552
+oid sha256:16cdd3f923014c2b0ad27287a9cce4f64a3ec7155a479f75d3bfab6578261203
+size 88231284

dataset-stage3-1200.zip

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:b5111021f201ccda0da4479c373aaf25033eef380b17f885b3b4bbaad07bf1b5
-size 57889149

dataset-stage3-640.zip

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:4208ef6f1c94244148d58515373288d9db4488b596ae0247fe734182cd25da0f
-size 44690336

dataset-stage3-800.zip

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:bc5358f16482ab8f51e0dcc25fb466723eff81aacabfe554227e50d434a2162d
-size 51538467

dataset-stage3-p480-1200.zip

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2db03d4aa87e32835306fe2e1bfe6a16507f377baedbc358d31e9e6d3b8df1cb
+size 149070121

dataset-stage3-p480-800.zip

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d82272ce6f921c90ca5034cf9dcc7628ffd16f661db542b646938a0d4c861a1e
+size 106900445

meta.json

@@ -1,4 +1,87 @@
 {
-    "name": "purestream_arknights",
-    "version": "v1.4"
+    "bangumi": null,
+    "base_size": 53,
+    "clusters": [
+        {
+            "id": 0,
+            "size": 13,
+            "tags": [
+                "1girl",
+                "solo",
+                "looking_at_viewer",
+                "sleeveless_dress",
+                "white_dress",
+                "bare_shoulders",
+                "bare_arms",
+                "white_background",
+                "hair_bow",
+                "water",
+                "white_bow",
+                "holding",
+                "blush",
+                "collarbone",
+                "shoulder_bag",
+                ":d",
+                "closed_mouth",
+                "open_mouth",
+                "white_footwear"
+            ]
+        }
+    ],
+    "core_tags": [
+        "long_hair",
+        "bangs",
+        "twintails",
+        "blue_eyes",
+        "low_twintails",
+        "bow",
+        "breasts",
+        "visor_cap",
+        "brown_hair",
+        "hat",
+        "white_headwear",
+        "blue_bow",
+        "hair_between_eyes",
+        "purple_hair"
+    ],
+    "display_name": "purestream/セイリュウ/清流 (Arknights)",
+    "name": "purestream (Arknights)",
+    "packages": {
+        "1200": {
+            "description": "dataset with the shorter side not exceeding 1200 pixels.",
+            "filename": "dataset-1200.zip",
+            "package_size": 75681899,
+            "size": 53,
+            "type": "IMG+TXT"
+        },
+        "800": {
+            "description": "dataset with the shorter side not exceeding 800 pixels.",
+            "filename": "dataset-800.zip",
+            "package_size": 46567725,
+            "size": 53,
+            "type": "IMG+TXT"
+        },
+        "raw": {
+            "description": "Raw data with meta information (min edge aligned to 1400 if larger).",
+            "filename": "dataset-raw.zip",
+            "package_size": 88231284,
+            "size": 53,
+            "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": 149070121,
+            "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": 106900445,
+            "size": 143,
+            "type": "IMG+TXT"
+        }
+    },
+    "version": "v1.5"
 }