Publish character 'venti_genshin' to repository, on 2024-08-20 20:03:35 UTC
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- README.md +76 -14
- dataset-640x880.zip +0 -3
- dataset-raw-stage3.zip +0 -3
- dataset-raw.zip +2 -2
- dataset-stage3-1200.zip +0 -3
- dataset-stage3-640.zip +0 -3
- dataset-stage3-800.zip +0 -3
- dataset-stage3-p480-1200.zip +3 -0
- dataset-384x512.zip → embeddings/all.npy +2 -2
- dataset-512x512.zip → embeddings/group_0.npy +2 -2
- dataset-512x704.zip → embeddings/group_1.npy +2 -2
- dataset-640x640.zip → embeddings/group_10.npy +2 -2
- embeddings/group_2.npy +3 -0
- embeddings/group_3.npy +3 -0
- embeddings/group_4.npy +3 -0
- embeddings/group_5.npy +3 -0
- embeddings/group_6.npy +3 -0
- embeddings/group_7.npy +3 -0
- embeddings/group_8.npy +3 -0
- embeddings/group_9.npy +3 -0
- meta.json +408 -1
- samples/0/clu0-sample0.png +3 -0
- samples/0/clu0-sample1.png +3 -0
- samples/0/clu0-sample2.png +3 -0
- samples/0/clu0-sample3.png +3 -0
- samples/0/clu0-sample4.png +3 -0
- samples/1/clu1-sample0.png +3 -0
- samples/1/clu1-sample1.png +3 -0
- samples/1/clu1-sample2.png +3 -0
- samples/1/clu1-sample3.png +3 -0
- samples/1/clu1-sample4.png +3 -0
- samples/10/clu10-sample0.png +3 -0
- samples/10/clu10-sample1.png +3 -0
- samples/10/clu10-sample2.png +3 -0
- samples/10/clu10-sample3.png +3 -0
- samples/10/clu10-sample4.png +3 -0
- samples/2/clu2-sample0.png +3 -0
- samples/2/clu2-sample1.png +3 -0
- samples/2/clu2-sample2.png +3 -0
- samples/2/clu2-sample3.png +3 -0
- samples/2/clu2-sample4.png +3 -0
- samples/3/clu3-sample0.png +3 -0
- samples/3/clu3-sample1.png +3 -0
- samples/3/clu3-sample2.png +3 -0
- samples/3/clu3-sample3.png +3 -0
- samples/3/clu3-sample4.png +3 -0
- samples/4/clu4-sample0.png +3 -0
- samples/4/clu4-sample1.png +3 -0
- samples/4/clu4-sample2.png +3 -0
- samples/4/clu4-sample3.png +3 -0
README.md
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- n<1K
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---
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# Dataset of
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This is the dataset of
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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)).
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- n<1K
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---
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# Dataset of venti/ウェンティ/温迪 (Genshin Impact)
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This is the dataset of venti/ウェンティ/温迪 (Genshin Impact), containing 500 images and their tags.
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The core tags of this character are `multicolored_hair, black_hair, braid, twin_braids, blue_hair, gradient_hair, green_eyes, hat, beret, green_headwear, bow, hair_ornament, hair_flower`, which are pruned in this dataset.
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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)).
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## List of Packages
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| Name | Images | Size | Download | Type | Description | Images-head | Images-others |
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|:-----------------|---------:|:---------|:---------------------------------------------------------------------------------------------------------------|:-----------|:---------------------------------------------------------------------|:--------------|:----------------|
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| raw | 500 | 1.05 GiB | [Download](https://huggingface.co/datasets/CyberHarem/venti_genshin/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). | -- | -- |
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| stage3-p480-1200 | 1292 | 1.65 GiB | [Download](https://huggingface.co/datasets/CyberHarem/venti_genshin/resolve/main/dataset-stage3-p480-1200.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. | 481 | 811 |
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### Load Raw Dataset with Waifuc
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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
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```python
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import os
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import zipfile
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from huggingface_hub import hf_hub_download
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from waifuc.source import LocalSource
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# download raw archive file
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zip_file = hf_hub_download(
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repo_id='CyberHarem/venti_genshin',
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repo_type='dataset',
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filename='dataset-raw.zip',
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)
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# extract files to your directory
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dataset_dir = 'dataset_dir'
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os.makedirs(dataset_dir, exist_ok=True)
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with zipfile.ZipFile(zip_file, 'r') as zf:
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zf.extractall(dataset_dir)
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# load the dataset with waifuc
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source = LocalSource(dataset_dir)
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for item in source:
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print(item.image, item.meta['filename'], item.meta['tags'])
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```
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## List of Clusters
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List of tag clustering result, maybe some outfits can be mined here.
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### Raw Text Version
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| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | Tags |
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|----:|----------:|:--------------------------------------------------------------------------------------------------------|:--------------------------------------------------------------------------------------------------------|:--------------------------------------------------------------------------------------------------------|:--------------------------------------------------------------------------------------------------------|:--------------------------------------------------------------------------------------------------------|:-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
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| 0 | 9 |  |  |  |  |  | 1boy, androgynous, collared_cape, collared_shirt, corset, feathers, frilled_sleeves, green_shorts, hat_flower, holding_instrument, leaf, long_sleeves, lyre, male_focus, open_mouth, short_hair_with_long_locks, smile, solo, white_flower, white_pantyhose, white_shirt, gem, argyle_clothes, looking_at_viewer, brooch, vision_(genshin_impact), argyle_legwear, cloudy_sky, shoes |
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| 1 | 5 |  |  |  |  |  | 1boy, androgynous, brooch, collared_cape, collared_shirt, corset, feathers, frilled_sleeves, gem, green_shorts, hat_flower, leaf, long_sleeves, looking_at_viewer, lyre, male_focus, open_mouth, short_hair_with_long_locks, simple_background, smile, solo, vision_(genshin_impact), white_flower, white_pantyhose, white_shirt, holding_instrument, pinwheel, shoes, white_background, argyle_clothes, argyle_legwear, full_body |
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| 2 | 5 |  |  |  |  |  | 1boy, androgynous, collared_cape, collared_shirt, corset, frilled_sleeves, gem, green_shorts, leaf, long_sleeves, looking_at_viewer, male_focus, open_mouth, short_hair_with_long_locks, smile, solo, vision_(genshin_impact), white_flower, white_pantyhose, white_shirt, brooch, feathers, green_cape, hat_flower, shoes, side_braids, blue_eyes, bowtie, full_body, outdoors, pinwheel, sitting |
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| 3 | 7 |  |  |  |  |  | 1boy, androgynous, brooch, collared_cape, collared_shirt, corset, frilled_sleeves, gem, green_cape, green_shorts, hat_flower, leaf, long_sleeves, looking_at_viewer, male_focus, outdoors, short_hair_with_long_locks, smile, solo, vision_(genshin_impact), white_pantyhose, white_shirt, day, feathers, open_mouth, white_flower, argyle_clothes, blue_sky, cloudy_sky, side_braids, sidelocks, argyle_legwear, blush |
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| 4 | 9 |  |  |  |  |  | 1boy, androgynous, collared_cape, collared_shirt, corset, frilled_sleeves, green_shorts, hat_flower, leaf, long_sleeves, male_focus, short_hair_with_long_locks, smile, solo, white_flower, white_pantyhose, white_shirt, feathers, gem, sitting, vision_(genshin_impact), argyle_clothes, cloudy_sky, outdoors, shoes, argyle_legwear, brooch, looking_at_viewer, closed_mouth, day |
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| 5 | 5 |  |  |  |  |  | 1boy, androgynous, collared_cape, leaf, looking_at_viewer, male_focus, short_hair_with_long_locks, simple_background, solo, white_flower, white_shirt, collared_shirt, smile, white_background, brooch, gem, hat_flower, open_mouth, blush, frills |
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| 6 | 11 |  |  |  |  |  | 1girl, corset, genderswap_(mtf), looking_at_viewer, solo, long_sleeves, blush, cape, smile, vision_(genshin_impact), white_shirt, large_breasts, frilled_sleeves, green_skirt, hat_flower, pleated_skirt, white_flower, leaf, long_hair, open_mouth, white_pantyhose, alternate_hairstyle, aqua_eyes, blue_eyes, brooch, gem, holding_instrument, lyre, outdoors, sitting |
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| 7 | 12 |  |  |  |  |  | 1boy, male_focus, otoko_no_ko, solo, looking_at_viewer, short_hair_with_long_locks, aqua_eyes, alternate_costume, crossdressing, simple_background, smile, androgynous, blush, apron, aqua_hair, flower, frills, open_mouth, shirt, thighhighs, white_background |
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| 8 | 25 |  |  |  |  |  | 1boy, male_focus, solo, looking_at_viewer, long_sleeves, simple_background, smile, closed_mouth, aqua_eyes, alternate_costume, hood, short_hair_with_long_locks, white_background, white_shirt |
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| 9 | 5 |  |  |  |  |  | 1boy, androgynous, crop_top, elbow_gloves, feathered_wings, hooded_capelet, looking_at_viewer, male_focus, official_alternate_costume, short_hair_with_long_locks, single_thighhigh, solo, white_thighhighs, white_wings, bridal_gauntlets, closed_mouth, hood_down, smile, white_flower, white_shorts, barefoot, sitting, tattoo, cloud, long_sleeves, midriff, otoko_no_ko, sky |
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| 10 | 6 |  |  |  |  |  | 1boy, androgynous, crop_top, feathered_wings, hooded_capelet, male_focus, midriff, official_alternate_costume, short_hair_with_long_locks, solo, white_flower, white_shorts, white_wings, bridal_gauntlets, chest_tattoo, elbow_gloves, hood_down, single_thighhigh, sleeveless, white_thighhighs, detached_sleeves, feathers, leg_tattoo, looking_at_viewer, navel, smile, barefoot, closed_mouth, full_body, simple_background, white_gloves |
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### Table Version
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| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1boy | androgynous | collared_cape | collared_shirt | corset | feathers | frilled_sleeves | green_shorts | hat_flower | holding_instrument | leaf | long_sleeves | lyre | male_focus | open_mouth | short_hair_with_long_locks | smile | solo | white_flower | white_pantyhose | white_shirt | gem | argyle_clothes | looking_at_viewer | brooch | vision_(genshin_impact) | argyle_legwear | cloudy_sky | shoes | simple_background | pinwheel | white_background | full_body | green_cape | side_braids | blue_eyes | bowtie | outdoors | sitting | day | blue_sky | sidelocks | blush | closed_mouth | frills | 1girl | genderswap_(mtf) | cape | large_breasts | green_skirt | pleated_skirt | long_hair | alternate_hairstyle | aqua_eyes | otoko_no_ko | alternate_costume | crossdressing | apron | aqua_hair | flower | shirt | thighhighs | hood | crop_top | elbow_gloves | feathered_wings | hooded_capelet | official_alternate_costume | single_thighhigh | white_thighhighs | white_wings | bridal_gauntlets | hood_down | white_shorts | barefoot | tattoo | cloud | midriff | sky | chest_tattoo | sleeveless | detached_sleeves | leg_tattoo | navel | white_gloves |
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|----:|----------:|:--------------------------------------------------------------------------------------------------------|:--------------------------------------------------------------------------------------------------------|:--------------------------------------------------------------------------------------------------------|:--------------------------------------------------------------------------------------------------------|:--------------------------------------------------------------------------------------------------------|:-------|:--------------|:----------------|:-----------------|:---------|:-----------|:------------------|:---------------|:-------------|:---------------------|:-------|:---------------|:-------|:-------------|:-------------|:-----------------------------|:--------|:-------|:---------------|:------------------|:--------------|:------|:-----------------|:--------------------|:---------|:--------------------------|:-----------------|:-------------|:--------|:--------------------|:-----------|:-------------------|:------------|:-------------|:--------------|:------------|:---------|:-----------|:----------|:------|:-----------|:------------|:--------|:---------------|:---------|:--------|:-------------------|:-------|:----------------|:--------------|:----------------|:------------|:----------------------|:------------|:--------------|:--------------------|:----------------|:--------|:------------|:---------|:--------|:-------------|:-------|:-----------|:---------------|:------------------|:-----------------|:-----------------------------|:-------------------|:-------------------|:--------------|:-------------------|:------------|:---------------|:-----------|:---------|:--------|:----------|:------|:---------------|:-------------|:-------------------|:-------------|:--------|:---------------|
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dataset-stage3-p480-1200.zip
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embeddings/group_2.npy
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embeddings/group_3.npy
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embeddings/group_4.npy
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embeddings/group_5.npy
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embeddings/group_9.npy
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| 2 |
"name": "venti_genshin",
|
| 3 |
-
"
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| 4 |
}
|
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|
| 1 |
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|
| 2 |
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|
| 3 |
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"base_size": 500,
|
| 4 |
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"clusters": [
|
| 5 |
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| 6 |
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|
| 7 |
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|
| 8 |
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|
| 9 |
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|
| 10 |
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|
| 11 |
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|
| 12 |
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|
| 13 |
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|
| 14 |
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|
| 15 |
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|
| 16 |
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|
| 17 |
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"hat_flower",
|
| 18 |
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|
| 19 |
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|
| 20 |
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|
| 21 |
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|
| 22 |
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|
| 23 |
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|
| 24 |
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|
| 25 |
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|
| 26 |
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|
| 27 |
+
"white_flower",
|
| 28 |
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"white_pantyhose",
|
| 29 |
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|
| 30 |
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"gem",
|
| 31 |
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"argyle_clothes",
|
| 32 |
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"looking_at_viewer",
|
| 33 |
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|
| 34 |
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|
| 35 |
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|
| 36 |
+
"cloudy_sky",
|
| 37 |
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|
| 38 |
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]
|
| 39 |
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},
|
| 40 |
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{
|
| 41 |
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|
| 42 |
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|
| 43 |
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"tags": [
|
| 44 |
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|
| 45 |
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|
| 46 |
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|
| 47 |
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|
| 48 |
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|
| 49 |
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|
| 50 |
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|
| 51 |
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|
| 52 |
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|
| 53 |
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|
| 54 |
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|
| 55 |
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"leaf",
|
| 56 |
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"long_sleeves",
|
| 57 |
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"looking_at_viewer",
|
| 58 |
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"lyre",
|
| 59 |
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|
| 60 |
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"open_mouth",
|
| 61 |
+
"short_hair_with_long_locks",
|
| 62 |
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"simple_background",
|
| 63 |
+
"smile",
|
| 64 |
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|
| 65 |
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"vision_(genshin_impact)",
|
| 66 |
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|
| 67 |
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|
| 68 |
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|
| 69 |
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"holding_instrument",
|
| 70 |
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"pinwheel",
|
| 71 |
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|
| 72 |
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|
| 73 |
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|
| 74 |
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|
| 75 |
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|
| 76 |
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]
|
| 77 |
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|
| 78 |
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|
| 79 |
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|
| 80 |
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|
| 81 |
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|
| 82 |
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|
| 83 |
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|
| 84 |
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|
| 85 |
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|
| 86 |
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|
| 87 |
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|
| 88 |
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|
| 89 |
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|
| 90 |
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|
| 91 |
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|
| 92 |
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|
| 93 |
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"male_focus",
|
| 94 |
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|
| 95 |
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|
| 96 |
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|
| 97 |
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|
| 98 |
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|
| 99 |
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|
| 100 |
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|
| 101 |
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|
| 102 |
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|
| 103 |
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|
| 104 |
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|
| 105 |
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|
| 106 |
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|
| 107 |
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|
| 108 |
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|
| 109 |
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"bowtie",
|
| 110 |
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"full_body",
|
| 111 |
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|
| 112 |
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|
| 113 |
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|
| 114 |
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| 115 |
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| 116 |
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{
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|
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|
| 124 |
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|
| 125 |
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|
| 126 |
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|
| 127 |
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|
| 128 |
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|
| 129 |
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|
| 130 |
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|
| 131 |
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|
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| 133 |
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|
| 134 |
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| 135 |
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|
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| 137 |
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| 138 |
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| 141 |
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| 142 |
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|
| 143 |
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|
| 144 |
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|
| 145 |
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|
| 146 |
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|
| 147 |
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|
| 148 |
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|
| 149 |
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|
| 150 |
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|
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|
| 152 |
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|
| 153 |
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| 245 |
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| 247 |
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| 248 |
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{
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| 265 |
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| 266 |
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| 267 |
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| 268 |
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| 269 |
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| 270 |
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| 271 |
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| 272 |
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| 273 |
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| 274 |
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| 275 |
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| 276 |
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| 277 |
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{
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| 294 |
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| 296 |
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| 297 |
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{
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| 310 |
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| 324 |
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| 326 |
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| 327 |
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| 329 |
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| 331 |
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"sky"
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| 332 |
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|
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