Datasets:

CyberHarem
/

super_sass_girlsfrontline

@@ -9,22 +9,75 @@ size_categories:
 - n<1K
 ---
-# Dataset of super_sass_girlsfrontline
-This is the dataset of super_sass_girlsfrontline, containing 100 images and their tags.
 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         |      100 | [Download](dataset-raw.zip)         | Raw data with meta information.                                          |
-| raw-stage3  |      248 | [Download](dataset-raw-stage3.zip)  | 3-stage cropped raw data with meta information.                          |
-| 384x512     |      100 | [Download](dataset-384x512.zip)     | 384x512 aligned dataset.                                                 |
-| 512x512     |      100 | [Download](dataset-512x512.zip)     | 512x512 aligned dataset.                                                 |
-| 512x704     |      100 | [Download](dataset-512x704.zip)     | 512x704 aligned dataset.                                                 |
-| 640x640     |      100 | [Download](dataset-640x640.zip)     | 640x640 aligned dataset.                                                 |
-| 640x880     |      100 | [Download](dataset-640x880.zip)     | 640x880 aligned dataset.                                                 |
-| stage3-640  |      248 | [Download](dataset-stage3-640.zip)  | 3-stage cropped dataset with the shorter side not exceeding 640 pixels.  |
-| stage3-800  |      248 | [Download](dataset-stage3-800.zip)  | 3-stage cropped dataset with the shorter side not exceeding 800 pixels.  |
-| stage3-1200 |      248 | [Download](dataset-stage3-1200.zip) | 3-stage cropped dataset with the shorter side not exceeding 1200 pixels. |

 - n<1K
 ---
+# Dataset of super_sass/SuperSASS/S-SASS (Girls' Frontline)
+This is the dataset of super_sass/SuperSASS/S-SASS (Girls' Frontline), containing 135 images and their tags.
+The core tags of this character are `long_hair, black_hair, hairband, breasts, purple_eyes, bangs, mole_under_eye, mole, very_long_hair, 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)).
+## List of Packages
+| Name             |   Images | Size       | Download                                                                                                                   | Type       | Description                                                          |
+|:-----------------|---------:|:-----------|:---------------------------------------------------------------------------------------------------------------------------|:-----------|:---------------------------------------------------------------------|
+| raw              |      135 | 163.15 MiB | [Download](https://huggingface.co/datasets/CyberHarem/super_sass_girlsfrontline/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
+| 800              |      135 | 84.91 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/super_sass_girlsfrontline/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
+| stage3-p480-800  |      314 | 180.50 MiB | [Download](https://huggingface.co/datasets/CyberHarem/super_sass_girlsfrontline/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
+| 1200             |      135 | 138.20 MiB | [Download](https://huggingface.co/datasets/CyberHarem/super_sass_girlsfrontline/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
+| stage3-p480-1200 |      314 | 259.75 MiB | [Download](https://huggingface.co/datasets/CyberHarem/super_sass_girlsfrontline/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/super_sass_girlsfrontline',
+    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, simple_background, white_background, hair_flaps, looking_at_viewer, smile, solo, jacket, serafuku, upper_body, blush, coat                                                                                                                                                                                                                                                                                                   |
+|   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, looking_at_viewer, skirt, solo, black_pantyhose, serafuku, simple_background, smile, blush, white_background, fingerless_gloves, headband, jacket, bag                                                                                                                                                                                                                                                                       |
+|   2 |         5 | ![](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, gloves, hair_flaps, mod3_(girls'_frontline), rifle, solo, bare_shoulders, holding_gun, looking_at_viewer, pleated_skirt, blue_skirt, large_breasts, black_pantyhose, closed_mouth, feet_out_of_frame, simple_background, sitting, suppressor, white_background                                                                                                                                                               |
+|   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, blue_skirt, looking_at_viewer, solo, blush, pleated_skirt, serafuku, black_pantyhose, blue_sailor_collar, closed_mouth, collarbone, holding_gun, long_sleeves, simple_background, smile, white_background, yellow_neckerchief, black_gloves, fingerless_gloves, full_body, headband, hood_down, white_shirt, blue_hairband, hair_between_eyes, hooded_jacket, knee_pads, open_jacket, sneakers, sniper_rifle, white_footwear |
+|   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) | blush, fingerless_gloves, jacket, open_mouth, 1girl, headband, looking_at_viewer, solo, collarbone, simple_background, heart_hands, serafuku, smile                                                                                                                                                                                                                                                                                 |
+### Table Version
+|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | simple_background   | white_background   | hair_flaps   | looking_at_viewer   | smile   | solo   | jacket   | serafuku   | upper_body   | blush   | coat   | skirt   | black_pantyhose   | fingerless_gloves   | headband   | bag   | gloves   | mod3_(girls'_frontline)   | rifle   | bare_shoulders   | holding_gun   | pleated_skirt   | blue_skirt   | large_breasts   | closed_mouth   | feet_out_of_frame   | sitting   | suppressor   | blue_sailor_collar   | collarbone   | long_sleeves   | yellow_neckerchief   | black_gloves   | full_body   | hood_down   | white_shirt   | blue_hairband   | hair_between_eyes   | hooded_jacket   | knee_pads   | open_jacket   | sneakers   | sniper_rifle   | white_footwear   | open_mouth   | heart_hands   |
+|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------------------|:-------------------|:-------------|:--------------------|:--------|:-------|:---------|:-----------|:-------------|:--------|:-------|:--------|:------------------|:--------------------|:-----------|:------|:---------|:--------------------------|:--------|:-----------------|:--------------|:----------------|:-------------|:----------------|:---------------|:--------------------|:----------|:-------------|:---------------------|:-------------|:---------------|:---------------------|:---------------|:------------|:------------|:--------------|:----------------|:--------------------|:----------------|:------------|:--------------|:-----------|:---------------|:-----------------|:-------------|:--------------|
+|   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      |         |                   |                     |            |       |          |                           |         |                  |               |                 |              |                 |                |                     |           |              |                      |              |                |                      |                |             |             |               |                 |                     |                 |             |               |            |                |                  |              |               |
+|   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     |          |                           |         |                  |               |                 |              |                 |                |                     |           |              |                      |              |                |                      |                |             |             |               |                 |                     |                 |             |               |            |                |                  |              |               |
+|   2 |         5 | ![](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            |                      |              |                |                      |                |             |             |               |                 |                     |                 |             |               |            |                |                  |              |               |
+|   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              | 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             |

dataset-1200.zip ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:8b91bc04f922c52351b8e84db2bdae9e82ca351974835ad4a0c902f1460b7a25
+size 144908385

dataset-640x880.zip DELETED Viewed

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:f800cf7665e9bfdcabd29dca6436fbd7078450de558a1f6d89e4dd28dc173ba3
-size 43238711

dataset-384x512.zip → dataset-800.zip RENAMED Viewed

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:038f7371d321ef3ccc736b48ea37f748f0e1b28b83990e917dd1c9d7121f316d
-size 17364384

 version https://git-lfs.github.com/spec/v1
+oid sha256:ef442463d8f0ae6f6c1d9b709ba53a1a0aa74d77a12f33d40417b62c649729da
+size 89037725

dataset-raw-stage3.zip DELETED Viewed

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:6c553b0883fa7ada58e5199818a2577b9009d4545a669b264c89b23fc9ce8418
-size 165121236

dataset-raw.zip CHANGED Viewed

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:13bc9a5103fec8671f7dac65d7832a9e192729f1b7a3a8a829143b7d96ca8997
-size 87382246

 version https://git-lfs.github.com/spec/v1
+oid sha256:5d035b2f6866cd3c60eb6075e14147e0854c53055251a38fa7ffffc4473af6b7
+size 171075856

dataset-stage3-1200.zip DELETED Viewed

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:dcc10fc3fd802e911bc6f6fd7f5d1951f3c7424a21e461c9f6b70eb175c42f2e
-size 142673863

dataset-stage3-640.zip DELETED Viewed

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:3b44e606cbc004770fc1f4c2192618b0f6a4a4d2134d324e97145375dfb7e049
-size 102589466

dataset-stage3-800.zip DELETED Viewed

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:025d79d79a0c67ec6d99c3e234fcaa3dd226094b35ca722674c56833f0df2919
-size 126821747

dataset-stage3-p480-1200.zip ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:4325e7f62b412a9cd020e808dbfe4b41497f99fbc0b902d17869e512b74d0e9f
+size 272370969

dataset-stage3-p480-800.zip ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:25de6678b4394f83f667e72080d9e9c70baaa659b7c97191044a9cd063cfbc41
+size 189263689

meta.json CHANGED Viewed

@@ -1,4 +1,177 @@
 {
-    "name": "super_sass_girlsfrontline",
-    "version": "v1.4"
 }

 {
+    "bangumi": null,
+    "base_size": 135,
+    "clusters": [
+        {
+            "id": 0,
+            "size": 5,
+            "tags": [
+                "1girl",
+                "simple_background",
+                "white_background",
+                "hair_flaps",
+                "looking_at_viewer",
+                "smile",
+                "solo",
+                "jacket",
+                "serafuku",
+                "upper_body",
+                "blush",
+                "coat"
+            ]
+        },
+        {
+            "id": 1,
+            "size": 7,
+            "tags": [
+                "1girl",
+                "looking_at_viewer",
+                "skirt",
+                "solo",
+                "black_pantyhose",
+                "serafuku",
+                "simple_background",
+                "smile",
+                "blush",
+                "white_background",
+                "fingerless_gloves",
+                "headband",
+                "jacket",
+                "bag"
+            ]
+        },
+        {
+            "id": 2,
+            "size": 5,
+            "tags": [
+                "1girl",
+                "gloves",
+                "hair_flaps",
+                "mod3_(girls'_frontline)",
+                "rifle",
+                "solo",
+                "bare_shoulders",
+                "holding_gun",
+                "looking_at_viewer",
+                "pleated_skirt",
+                "blue_skirt",
+                "large_breasts",
+                "black_pantyhose",
+                "closed_mouth",
+                "feet_out_of_frame",
+                "simple_background",
+                "sitting",
+                "suppressor",
+                "white_background"
+            ]
+        },
+        {
+            "id": 3,
+            "size": 7,
+            "tags": [
+                "1girl",
+                "blue_skirt",
+                "looking_at_viewer",
+                "solo",
+                "blush",
+                "pleated_skirt",
+                "serafuku",
+                "black_pantyhose",
+                "blue_sailor_collar",
+                "closed_mouth",
+                "collarbone",
+                "holding_gun",
+                "long_sleeves",
+                "simple_background",
+                "smile",
+                "white_background",
+                "yellow_neckerchief",
+                "black_gloves",
+                "fingerless_gloves",
+                "full_body",
+                "headband",
+                "hood_down",
+                "white_shirt",
+                "blue_hairband",
+                "hair_between_eyes",
+                "hooded_jacket",
+                "knee_pads",
+                "open_jacket",
+                "sneakers",
+                "sniper_rifle",
+                "white_footwear"
+            ]
+        },
+        {
+            "id": 4,
+            "size": 5,
+            "tags": [
+                "blush",
+                "fingerless_gloves",
+                "jacket",
+                "open_mouth",
+                "1girl",
+                "headband",
+                "looking_at_viewer",
+                "solo",
+                "collarbone",
+                "simple_background",
+                "heart_hands",
+                "serafuku",
+                "smile"
+            ]
+        }
+    ],
+    "core_tags": [
+        "long_hair",
+        "black_hair",
+        "hairband",
+        "breasts",
+        "purple_eyes",
+        "bangs",
+        "mole_under_eye",
+        "mole",
+        "very_long_hair",
+        "blue_eyes"
+    ],
+    "display_name": "super_sass/SuperSASS/S-SASS (Girls' Frontline)",
+    "name": "super_sass (Girls' Frontline)",
+    "packages": {
+        "1200": {
+            "description": "dataset with the shorter side not exceeding 1200 pixels.",
+            "filename": "dataset-1200.zip",
+            "package_size": 144908385,
+            "size": 135,
+            "type": "IMG+TXT"
+        },
+        "800": {
+            "description": "dataset with the shorter side not exceeding 800 pixels.",
+            "filename": "dataset-800.zip",
+            "package_size": 89037725,
+            "size": 135,
+            "type": "IMG+TXT"
+        },
+        "raw": {
+            "description": "Raw data with meta information (min edge aligned to 1400 if larger).",
+            "filename": "dataset-raw.zip",
+            "package_size": 171075856,
+            "size": 135,
+            "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": 272370969,
+            "size": 314,
+            "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": 189263689,
+            "size": 314,
+            "type": "IMG+TXT"
+        }
+    },
+    "version": "v1.5"
 }