Publish character 'xiao_genshin' to repository, on 2024-08-20 17:18:34 UTC
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- README.md +82 -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_11.npy +3 -0
- embeddings/group_12.npy +3 -0
- embeddings/group_13.npy +3 -0
- 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 +394 -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/11/clu11-sample0.png +3 -0
- samples/11/clu11-sample1.png +3 -0
- samples/11/clu11-sample2.png +3 -0
- samples/11/clu11-sample3.png +3 -0
- samples/11/clu11-sample4.png +3 -0
- samples/12/clu12-sample0.png +3 -0
- samples/12/clu12-sample1.png +3 -0
- samples/12/clu12-sample2.png +3 -0
- samples/12/clu12-sample3.png +3 -0
- samples/12/clu12-sample4.png +3 -0
- samples/13/clu13-sample0.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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# Dataset of xiao/魈/魈 (Genshin Impact)
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This is the dataset of xiao/魈/魈 (Genshin Impact), containing 500 images and their tags.
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The core tags of this character are `multicolored_hair, green_hair, yellow_eyes, facial_mark, black_hair, tassel, ahoge, parted_bangs`, 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 | 1.11 GiB | [Download](https://huggingface.co/datasets/CyberHarem/xiao_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 | 1238 | 1.72 GiB | [Download](https://huggingface.co/datasets/CyberHarem/xiao_genshin/resolve/main/dataset-stage3-p480-1200.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. | 517 | 721 |
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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/xiao_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 | 7 |  |  |  |  |  | 1boy, arm_tattoo, bead_necklace, looking_at_viewer, looking_back, male_focus, solo, mask, from_behind, holding_polearm, sleeveless, black_gloves, short_hair, single_detached_sleeve, sky, white_shirt, closed_mouth, forehead_mark, night, shoulder_armor, shoulder_spikes |
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| 1 | 13 |  |  |  |  |  | 1boy, bead_necklace, holding_polearm, male_focus, pants, solo, arm_tattoo, black_gloves, looking_at_viewer, spear, forehead_mark, outdoors, closed_mouth, standing, full_body, from_behind, sleeveless, armor, boots, holding_mask, looking_back, spikes, unworn_mask, lantern, night_sky, single_detached_sleeve |
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| 2 | 17 |  |  |  |  |  | 1boy, bead_necklace, male_focus, solo, arm_tattoo, black_gloves, holding_polearm, looking_at_viewer, spear, forehead_mark, closed_mouth, sleeveless, holding_mask, asymmetrical_clothes, armor, full_body, arm_guards, green_gloves, shoulder_spikes, single_detached_sleeve |
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| 3 | 8 |  |  |  |  |  | 1boy, bead_necklace, male_focus, simple_background, solo, arm_tattoo, closed_mouth, forehead_mark, looking_at_viewer, holding_polearm, white_background, black_gloves, spear, spikes, armor, pants, sleeveless, asymmetrical_clothes, boots, mask, single_detached_sleeve |
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| 4 | 9 |  |  |  |  |  | 1boy, holding_mask, looking_at_viewer, male_focus, solo, bead_necklace, black_gloves, forehead_mark, simple_background, sleeveless, upper_body, arm_tattoo, closed_mouth, spikes |
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| 5 | 5 |  |  |  |  |  | 1boy, arm_tattoo, bead_necklace, closed_mouth, holding_mask, male_focus, simple_background, solo, forehead_mark, looking_at_viewer, shoulder_armor, shoulder_pads, shoulder_spikes, upper_body, detached_sleeves, green_gloves, white_background, black_gloves, grey_background, sleeveless |
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| 6 | 28 |  |  |  |  |  | 1boy, bead_necklace, male_focus, solo, forehead_mark, arm_tattoo, pants, black_gloves, sitting, closed_mouth, outdoors, single_detached_sleeve, looking_at_viewer, sleeveless, armor, leaf, green_gloves, spikes, tree, boots, sky |
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| 7 | 11 |  |  |  |  |  | 1boy, bead_necklace, forehead_mark, black_gloves, male_focus, solo, arm_tattoo, short_hair, white_flower, closed_eyes, closed_mouth, green_gloves, sleeveless_shirt, on_back, on_side, single_detached_sleeve, sleeping, outdoors, pants, red_eyeshadow, shoulder_armor, shoulder_pads, shoulder_spikes, water, white_shirt, wide_sleeves |
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| 8 | 11 |  |  |  |  |  | 1boy, bead_necklace, forehead_mark, male_focus, solo, arm_tattoo, looking_at_viewer, closed_mouth, shoulder_spikes, sleeveless, leaf, single_detached_sleeve, upper_body, black_gloves, diamond_(shape), shoulder_armor, green_gloves, shirt, holding, outdoors, red_eyeshadow, white_flower |
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| 9 | 27 |  |  |  |  |  | 1boy, forehead_mark, male_focus, solo, bead_necklace, simple_background, upper_body, arm_tattoo, looking_at_viewer, white_background, closed_mouth, spikes, gloves |
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| 10 | 11 |  |  |  |  |  | 1boy, male_focus, solo, alternate_costume, forehead_mark, long_sleeves, looking_at_viewer, shirt, black_jacket, simple_background, upper_body, open_clothes, grey_background, jewelry |
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| 11 | 7 |  |  |  |  |  | 1boy, closed_mouth, forehead_mark, male_focus, solo, black_shirt, looking_at_viewer, simple_background, alternate_costume, upper_body, jewelry, diamond_(shape), jacket |
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| 12 | 8 |  |  |  |  |  | 1boy, alternate_costume, long_sleeves, looking_at_viewer, male_focus, solo, forehead_mark, black_pants, closed_mouth, open_jacket, shoes, simple_background, sitting, white_background, white_jacket, black_footwear, black_gloves, black_jacket, black_shirt, full_body, necklace |
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| 13 | 11 |  |  |  |  |  | 1boy, closed_mouth, male_focus, solo, long_sleeves, looking_at_viewer, alternate_costume, forehead_mark, jewelry, holding, long_hair, ponytail, beads, chinese_clothes, alternate_hair_length, black_gloves, red_eyeshadow, weapon, bird, pants, wide_sleeves |
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### Table Version
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| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1boy | arm_tattoo | bead_necklace | looking_at_viewer | looking_back | male_focus | solo | mask | from_behind | holding_polearm | sleeveless | black_gloves | short_hair | single_detached_sleeve | sky | white_shirt | closed_mouth | forehead_mark | night | shoulder_armor | shoulder_spikes | pants | spear | outdoors | standing | full_body | armor | boots | holding_mask | spikes | unworn_mask | lantern | night_sky | asymmetrical_clothes | arm_guards | green_gloves | simple_background | white_background | upper_body | shoulder_pads | detached_sleeves | grey_background | sitting | leaf | tree | white_flower | closed_eyes | sleeveless_shirt | on_back | on_side | sleeping | red_eyeshadow | water | wide_sleeves | diamond_(shape) | shirt | holding | gloves | alternate_costume | long_sleeves | black_jacket | open_clothes | jewelry | black_shirt | jacket | black_pants | open_jacket | shoes | white_jacket | black_footwear | necklace | long_hair | ponytail | beads | chinese_clothes | alternate_hair_length | weapon | bird |
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|----:|----------:|:-------------------------------------------------------------------------------------------------------|:-------------------------------------------------------------------------------------------------------|:-------------------------------------------------------------------------------------------------------|:-------------------------------------------------------------------------------------------------------|:-------------------------------------------------------------------------------------------------------|:-------|:-------------|:----------------|:--------------------|:---------------|:-------------|:-------|:-------|:--------------|:------------------|:-------------|:---------------|:-------------|:-------------------------|:------|:--------------|:---------------|:----------------|:--------|:-----------------|:------------------|:--------|:--------|:-----------|:-----------|:------------|:--------|:--------|:---------------|:---------|:--------------|:----------|:------------|:-----------------------|:-------------|:---------------|:--------------------|:-------------------|:-------------|:----------------|:-------------------|:------------------|:----------|:-------|:-------|:---------------|:--------------|:-------------------|:----------|:----------|:-----------|:----------------|:--------|:---------------|:------------------|:--------|:----------|:---------|:--------------------|:---------------|:---------------|:---------------|:----------|:--------------|:---------|:--------------|:--------------|:--------|:---------------|:-----------------|:-----------|:------------|:-----------|:--------|:------------------|:------------------------|:---------|:-------|
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dataset-raw.zip
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dataset-stage3-p480-1200.zip
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|
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dataset-384x512.zip → embeddings/all.npy
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dataset-512x512.zip → embeddings/group_0.npy
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dataset-512x704.zip → embeddings/group_1.npy
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dataset-640x640.zip → embeddings/group_10.npy
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embeddings/group_11.npy
ADDED
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embeddings/group_12.npy
ADDED
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embeddings/group_13.npy
ADDED
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embeddings/group_2.npy
ADDED
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ADDED
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embeddings/group_4.npy
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embeddings/group_5.npy
ADDED
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embeddings/group_6.npy
ADDED
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|
| 2 |
"name": "xiao_genshin",
|
| 3 |
-
"
|
|
|
|
|
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|
| 4 |
}
|
|
|
|
| 1 |
{
|
| 2 |
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"bangumi": null,
|
| 3 |
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"base_size": 500,
|
| 4 |
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"clusters": [
|
| 5 |
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{
|
| 6 |
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"id": 0,
|
| 7 |
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|
| 8 |
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"tags": [
|
| 9 |
+
"1boy",
|
| 10 |
+
"arm_tattoo",
|
| 11 |
+
"bead_necklace",
|
| 12 |
+
"looking_at_viewer",
|
| 13 |
+
"looking_back",
|
| 14 |
+
"male_focus",
|
| 15 |
+
"solo",
|
| 16 |
+
"mask",
|
| 17 |
+
"from_behind",
|
| 18 |
+
"holding_polearm",
|
| 19 |
+
"sleeveless",
|
| 20 |
+
"black_gloves",
|
| 21 |
+
"short_hair",
|
| 22 |
+
"single_detached_sleeve",
|
| 23 |
+
"sky",
|
| 24 |
+
"white_shirt",
|
| 25 |
+
"closed_mouth",
|
| 26 |
+
"forehead_mark",
|
| 27 |
+
"night",
|
| 28 |
+
"shoulder_armor",
|
| 29 |
+
"shoulder_spikes"
|
| 30 |
+
]
|
| 31 |
+
},
|
| 32 |
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{
|
| 33 |
+
"id": 1,
|
| 34 |
+
"size": 13,
|
| 35 |
+
"tags": [
|
| 36 |
+
"1boy",
|
| 37 |
+
"bead_necklace",
|
| 38 |
+
"holding_polearm",
|
| 39 |
+
"male_focus",
|
| 40 |
+
"pants",
|
| 41 |
+
"solo",
|
| 42 |
+
"arm_tattoo",
|
| 43 |
+
"black_gloves",
|
| 44 |
+
"looking_at_viewer",
|
| 45 |
+
"spear",
|
| 46 |
+
"forehead_mark",
|
| 47 |
+
"outdoors",
|
| 48 |
+
"closed_mouth",
|
| 49 |
+
"standing",
|
| 50 |
+
"full_body",
|
| 51 |
+
"from_behind",
|
| 52 |
+
"sleeveless",
|
| 53 |
+
"armor",
|
| 54 |
+
"boots",
|
| 55 |
+
"holding_mask",
|
| 56 |
+
"looking_back",
|
| 57 |
+
"spikes",
|
| 58 |
+
"unworn_mask",
|
| 59 |
+
"lantern",
|
| 60 |
+
"night_sky",
|
| 61 |
+
"single_detached_sleeve"
|
| 62 |
+
]
|
| 63 |
+
},
|
| 64 |
+
{
|
| 65 |
+
"id": 2,
|
| 66 |
+
"size": 17,
|
| 67 |
+
"tags": [
|
| 68 |
+
"1boy",
|
| 69 |
+
"bead_necklace",
|
| 70 |
+
"male_focus",
|
| 71 |
+
"solo",
|
| 72 |
+
"arm_tattoo",
|
| 73 |
+
"black_gloves",
|
| 74 |
+
"holding_polearm",
|
| 75 |
+
"looking_at_viewer",
|
| 76 |
+
"spear",
|
| 77 |
+
"forehead_mark",
|
| 78 |
+
"closed_mouth",
|
| 79 |
+
"sleeveless",
|
| 80 |
+
"holding_mask",
|
| 81 |
+
"asymmetrical_clothes",
|
| 82 |
+
"armor",
|
| 83 |
+
"full_body",
|
| 84 |
+
"arm_guards",
|
| 85 |
+
"green_gloves",
|
| 86 |
+
"shoulder_spikes",
|
| 87 |
+
"single_detached_sleeve"
|
| 88 |
+
]
|
| 89 |
+
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| 97 |
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| 98 |
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| 106 |
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| 112 |
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| 114 |
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|
| 115 |
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| 280 |
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|
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