diff --git a/README.md b/README.md index ee0a6c5a8dbe4dabd1117f922a6c31560dde7a6e..d52b5aada63aa05860f3b39c2afa86ece1559979 100644 --- a/README.md +++ b/README.md @@ -9,22 +9,81 @@ size_categories: - n<1K --- -# Dataset of whisperain_arknights +# Dataset of whisperain/ウィスパーレイン/絮雨 (Arknights) -This is the dataset of whisperain_arknights, containing 200 images and their tags. +This is the dataset of whisperain/ウィスパーレイン/絮雨 (Arknights), containing 264 images and their tags. + +The core tags of this character are `eyepatch, breasts, purple_hair, hair_ornament, hair_over_one_eye, purple_eyes, x_hair_ornament, bangs, medical_eyepatch, large_breasts, long_hair, short_hair, hat, 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)). -| Name | Images | Download | Description | -|:------------|---------:|:------------------------------------|:-------------------------------------------------------------------------| -| raw | 200 | [Download](dataset-raw.zip) | Raw data with meta information. | -| raw-stage3 | 479 | [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 | 479 | [Download](dataset-stage3-640.zip) | 3-stage cropped dataset with the shorter side not exceeding 640 pixels. | -| stage3-800 | 479 | [Download](dataset-stage3-800.zip) | 3-stage cropped dataset with the shorter side not exceeding 800 pixels. | -| stage3-1200 | 479 | [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 | 264 | 546.90 MiB | [Download](https://huggingface.co/datasets/CyberHarem/whisperain_arknights/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). | +| 800 | 264 | 237.82 MiB | [Download](https://huggingface.co/datasets/CyberHarem/whisperain_arknights/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. | +| stage3-p480-800 | 673 | 541.66 MiB | [Download](https://huggingface.co/datasets/CyberHarem/whisperain_arknights/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. | +| 1200 | 264 | 442.49 MiB | [Download](https://huggingface.co/datasets/CyberHarem/whisperain_arknights/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. | +| stage3-p480-1200 | 673 | 876.39 MiB | [Download](https://huggingface.co/datasets/CyberHarem/whisperain_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/whisperain_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 | 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, bare_shoulders, detached_sleeves, looking_at_viewer, simple_background, solo, white_gloves, white_headwear, black_dress, long_sleeves, nurse_cap, upper_body, white_background, parted_lips | +| 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, bare_shoulders, black_dress, detached_sleeves, looking_at_viewer, one_eye_covered, solo, nurse_cap, upper_body, white_background, closed_mouth, simple_background, cleavage, detached_collar, white_headwear | +| 2 | 11 | ![](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, bare_shoulders, black_dress, detached_sleeves, looking_at_viewer, solo, white_gloves, white_headwear, long_sleeves, nurse_cap, one_eye_covered, two-tone_dress, cleavage, closed_mouth, detached_collar, simple_background, white_dress, upper_body, white_background, gradient_background, grey_hair | +| 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, bare_shoulders, black_dress, detached_sleeves, long_sleeves, looking_at_viewer, solo, white_gloves, black_umbrella, closed_mouth, holding_umbrella, white_headwear, one_eye_covered, very_long_hair, rain, grey_hair, nurse_cap, pantyhose | +| 4 | 7 | ![](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, bare_shoulders, black_dress, detached_sleeves, holding_umbrella, looking_at_viewer, solo, white_gloves, long_sleeves, simple_background, upper_body, white_background, one_eye_covered, white_headwear, closed_mouth, grey_hair, parted_lips | +| 5 | 5 | ![](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, bare_shoulders, black_gloves, elbow_gloves, parted_lips, solo, upper_body, looking_at_viewer, official_alternate_costume, one_eye_covered, black_dress, cleavage, hand_up, simple_background, white_background | +| 6 | 5 | ![](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, bare_shoulders, black_dress, black_gloves, holding_umbrella, looking_at_viewer, official_alternate_costume, one_eye_covered, solo, cleavage, closed_mouth, elbow_gloves, shawl, upper_body, oil-paper_umbrella, simple_background, smile, black_umbrella, white_background | +| 7 | 7 | ![](samples/7/clu7-sample0.png) | ![](samples/7/clu7-sample1.png) | ![](samples/7/clu7-sample2.png) | ![](samples/7/clu7-sample3.png) | ![](samples/7/clu7-sample4.png) | 1girl, bare_shoulders, black_dress, black_gloves, elbow_gloves, feather_boa, holding_umbrella, official_alternate_costume, oil-paper_umbrella, solo, looking_at_viewer, cleavage, cowboy_shot, one_eye_covered, shawl, syringe | + +### Table Version + +| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | bare_shoulders | detached_sleeves | looking_at_viewer | simple_background | solo | white_gloves | white_headwear | black_dress | long_sleeves | nurse_cap | upper_body | white_background | parted_lips | one_eye_covered | closed_mouth | cleavage | detached_collar | two-tone_dress | white_dress | gradient_background | grey_hair | black_umbrella | holding_umbrella | very_long_hair | rain | pantyhose | black_gloves | elbow_gloves | official_alternate_costume | hand_up | shawl | oil-paper_umbrella | smile | feather_boa | cowboy_shot | syringe | +|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-----------------|:-------------------|:--------------------|:--------------------|:-------|:---------------|:-----------------|:--------------|:---------------|:------------|:-------------|:-------------------|:--------------|:------------------|:---------------|:-----------|:------------------|:-----------------|:--------------|:----------------------|:------------|:-----------------|:-------------------|:-----------------|:-------|:------------|:---------------|:---------------|:-----------------------------|:----------|:--------|:---------------------|:--------|:--------------|:--------------|:----------| +| 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 | | | | | | | | | | | | | | | | | | | | | | | | +| 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 | X | | | | | | | | | | | | | | | | | | | | +| 2 | 11 | ![](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 | | | | | | | | | | | | | | | | +| 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 | | | | | | | | | | | +| 4 | 7 | ![](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 | | | | | | | | | | | | | | +| 5 | 5 | ![](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 | | | | | | | +| 6 | 5 | ![](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 | | | | +| 7 | 7 | ![](samples/7/clu7-sample0.png) | ![](samples/7/clu7-sample1.png) | ![](samples/7/clu7-sample2.png) | ![](samples/7/clu7-sample3.png) | ![](samples/7/clu7-sample4.png) | X | X | | X | | X | | | X | | | | | | X | | X | | | | | | | X | | | | X | X | X | | X | X | | X | X | X | diff --git a/dataset-1200.zip b/dataset-1200.zip new file mode 100644 index 0000000000000000000000000000000000000000..ac3e13a36b2ec3c008c97fc98c4441254136c82a --- /dev/null +++ b/dataset-1200.zip @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fdca71af2d09e99ffebd4b128da483ceef04fe4d023148c025214f751a1d0c47 +size 463984778 diff --git a/dataset-384x512.zip b/dataset-384x512.zip deleted file mode 100644 index b2b6d072faf09eb1577ebea11bbd9d8a9737f1ef..0000000000000000000000000000000000000000 --- a/dataset-384x512.zip +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:9af674c2e11bed224752aa94278321029c11fdd6146895fdd7bc8864833fab01 -size 45308323 diff --git a/dataset-512x512.zip b/dataset-512x512.zip deleted file mode 100644 index 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"upper_body", + "white_background", + "parted_lips" + ] + }, + { + "id": 1, + "size": 7, + "tags": [ + "1girl", + "bare_shoulders", + "black_dress", + "detached_sleeves", + "looking_at_viewer", + "one_eye_covered", + "solo", + "nurse_cap", + "upper_body", + "white_background", + "closed_mouth", + "simple_background", + "cleavage", + "detached_collar", + "white_headwear" + ] + }, + { + "id": 2, + "size": 11, + "tags": [ + "1girl", + "bare_shoulders", + "black_dress", + "detached_sleeves", + "looking_at_viewer", + "solo", + "white_gloves", + "white_headwear", + "long_sleeves", + "nurse_cap", + "one_eye_covered", + "two-tone_dress", + "cleavage", + "closed_mouth", + "detached_collar", + "simple_background", + "white_dress", + "upper_body", + "white_background", + "gradient_background", + "grey_hair" + ] + }, + { + "id": 3, + "size": 7, + "tags": [ + "1girl", + "bare_shoulders", + "black_dress", + "detached_sleeves", + "long_sleeves", + "looking_at_viewer", + "solo", + "white_gloves", + "black_umbrella", + "closed_mouth", + "holding_umbrella", + "white_headwear", + "one_eye_covered", + "very_long_hair", + "rain", + "grey_hair", + "nurse_cap", + "pantyhose" + ] + }, + { + "id": 4, + "size": 7, + "tags": [ + "1girl", + "bare_shoulders", + "black_dress", + "detached_sleeves", + "holding_umbrella", + "looking_at_viewer", + "solo", + "white_gloves", + "long_sleeves", + "simple_background", + "upper_body", + "white_background", + "one_eye_covered", + "white_headwear", + "closed_mouth", + "grey_hair", + "parted_lips" + ] + }, + { + "id": 5, + "size": 5, + "tags": [ + "1girl", + "bare_shoulders", + "black_gloves", + "elbow_gloves", + "parted_lips", + "solo", + "upper_body", + "looking_at_viewer", + "official_alternate_costume", + "one_eye_covered", + "black_dress", + "cleavage", + "hand_up", + "simple_background", + "white_background" + ] + }, + { + "id": 6, + "size": 5, + "tags": [ + "1girl", + "bare_shoulders", + "black_dress", + "black_gloves", + "holding_umbrella", + "looking_at_viewer", + "official_alternate_costume", + "one_eye_covered", + "solo", + "cleavage", + "closed_mouth", + "elbow_gloves", + "shawl", + "upper_body", + "oil-paper_umbrella", + "simple_background", + "smile", + "black_umbrella", + "white_background" + ] + }, + { + "id": 7, + "size": 7, + "tags": [ + "1girl", + "bare_shoulders", + "black_dress", + "black_gloves", + "elbow_gloves", + "feather_boa", + "holding_umbrella", + "official_alternate_costume", + "oil-paper_umbrella", + "solo", + "looking_at_viewer", + "cleavage", + "cowboy_shot", + "one_eye_covered", + "shawl", + "syringe" + ] + } + ], + "core_tags": [ + "eyepatch", + "breasts", + "purple_hair", + "hair_ornament", + "hair_over_one_eye", + "purple_eyes", + "x_hair_ornament", + "bangs", + "medical_eyepatch", + "large_breasts", + "long_hair", + "short_hair", + "hat", + "blue_eyes" + ], + "display_name": "whisperain/ウィスパーレイン/絮雨 (Arknights)", + "name": "whisperain (Arknights)", + "packages": { + "1200": { + "description": "dataset with the shorter side not exceeding 1200 pixels.", + "filename": "dataset-1200.zip", + "package_size": 463984778, + "size": 264, + "type": "IMG+TXT" + }, + "800": { + "description": "dataset with the shorter side not exceeding 800 pixels.", + "filename": "dataset-800.zip", + "package_size": 249373347, + "size": 264, + "type": "IMG+TXT" + }, + "raw": { + "description": "Raw data with meta information (min edge aligned to 1400 if larger).", + "filename": "dataset-raw.zip", + "package_size": 573462197, + "size": 264, + "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": 918964955, + "size": 673, + "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": 567973579, + "size": 673, + "type": 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