MDCurrent commited on
Commit
6b07ac1
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1 Parent(s): a700487

add truncated dataset

Browse files
Files changed (4) hide show
  1. conditioning_images.zip +3 -0
  2. fill500.py +101 -0
  3. images.zip +3 -0
  4. train.jsonl +500 -0
conditioning_images.zip ADDED
@@ -0,0 +1,3 @@
 
 
 
 
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:544a6c6e03633630c6c1835fe4291e2fceb69cec1fb5eb04e9d5ef07a0bbbf15
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+ size 1424089
fill500.py ADDED
@@ -0,0 +1,101 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ import pandas as pd
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+ from huggingface_hub import hf_hub_url
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+ import datasets
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+ import os
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+
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+ _VERSION = datasets.Version("0.0.2")
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+
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+ _DESCRIPTION = "TODO"
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+ _HOMEPAGE = "TODO"
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+ _LICENSE = "TODO"
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+ _CITATION = "TODO"
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+
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+ _FEATURES = datasets.Features(
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+ {
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+ "image": datasets.Image(),
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+ "conditioning_image": datasets.Image(),
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+ "text": datasets.Value("string"),
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+ },
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+ )
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+
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+ METADATA_URL = hf_hub_url(
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+ "MDCurrent/fill500",
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+ filename="train.jsonl",
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+ repo_type="dataset",
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+ )
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+
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+ IMAGES_URL = hf_hub_url(
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+ "MDCurrent/fill500",
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+ filename="images.zip",
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+ repo_type="dataset",
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+ )
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+
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+ CONDITIONING_IMAGES_URL = hf_hub_url(
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+ "MDCurrent/fill500",
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+ filename="conditioning_images.zip",
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+ repo_type="dataset",
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+ )
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+
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+ _DEFAULT_CONFIG = datasets.BuilderConfig(name="default", version=_VERSION)
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+
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+
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+ class Fill500(datasets.GeneratorBasedBuilder):
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+ BUILDER_CONFIGS = [_DEFAULT_CONFIG]
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+ DEFAULT_CONFIG_NAME = "default"
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+
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+ def _info(self):
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+ return datasets.DatasetInfo(
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+ description=_DESCRIPTION,
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+ features=_FEATURES,
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+ supervised_keys=None,
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+ homepage=_HOMEPAGE,
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+ license=_LICENSE,
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+ citation=_CITATION,
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+ )
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+
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+ def _split_generators(self, dl_manager):
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+ metadata_path = dl_manager.download(METADATA_URL)
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+ images_dir = dl_manager.download_and_extract(IMAGES_URL)
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+ conditioning_images_dir = dl_manager.download_and_extract(
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+ CONDITIONING_IMAGES_URL
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+ )
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+
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+ return [
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+ datasets.SplitGenerator(
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+ name=datasets.Split.TRAIN,
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+ # These kwargs will be passed to _generate_examples
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+ gen_kwargs={
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+ "metadata_path": metadata_path,
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+ "images_dir": images_dir,
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+ "conditioning_images_dir": conditioning_images_dir,
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+ },
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+ ),
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+ ]
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+
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+ def _generate_examples(self, metadata_path, images_dir, conditioning_images_dir):
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+ metadata = pd.read_json(metadata_path, lines=True)
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+
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+ for _, row in metadata.iterrows():
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+ text = row["text"]
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+
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+ image_path = row["image"]
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+ image_path = os.path.join(images_dir, image_path)
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+ image = open(image_path, "rb").read()
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+
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+ conditioning_image_path = row["conditioning_image"]
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+ conditioning_image_path = os.path.join(
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+ conditioning_images_dir, row["conditioning_image"]
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+ )
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+ conditioning_image = open(conditioning_image_path, "rb").read()
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+
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+ yield row["image"], {
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+ "text": text,
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+ "image": {
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+ "path": image_path,
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+ "bytes": image,
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+ },
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+ "conditioning_image": {
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+ "path": conditioning_image_path,
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+ "bytes": conditioning_image,
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+ },
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+ }
images.zip ADDED
@@ -0,0 +1,3 @@
 
 
 
 
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:24fe97630910f0429c42a1598d5b4fd1ccd26eed20772d2fa55e05244b31fac7
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+ size 1262917
train.jsonl ADDED
@@ -0,0 +1,500 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ {"text": "pale golden rod circle with old lace background", "image": "images/0.png", "conditioning_image": "conditioning_images/0.png"}
2
+ {"text": "light coral circle with white background", "image": "images/1.png", "conditioning_image": "conditioning_images/1.png"}
3
+ {"text": "aqua circle with light pink background", "image": "images/2.png", "conditioning_image": "conditioning_images/2.png"}
4
+ {"text": "cornflower blue circle with light golden rod yellow background", "image": "images/3.png", "conditioning_image": "conditioning_images/3.png"}
5
+ {"text": "light slate gray circle with blue background", "image": "images/4.png", "conditioning_image": "conditioning_images/4.png"}
6
+ {"text": "light golden rod yellow circle with turquoise background", "image": "images/5.png", "conditioning_image": "conditioning_images/5.png"}
7
+ {"text": "crimson circle with papaya whip background", "image": "images/6.png", "conditioning_image": "conditioning_images/6.png"}
8
+ {"text": "aqua circle with slate blue background", "image": "images/7.png", "conditioning_image": "conditioning_images/7.png"}
9
+ {"text": "dark magenta circle with cyan background", "image": "images/8.png", "conditioning_image": "conditioning_images/8.png"}
10
+ {"text": "papaya whip circle with corn silk background", "image": "images/9.png", "conditioning_image": "conditioning_images/9.png"}
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+ {"text": "silver circle with powder blue background", "image": "images/10.png", "conditioning_image": "conditioning_images/10.png"}
12
+ {"text": "dark orange circle with gray background", "image": "images/11.png", "conditioning_image": "conditioning_images/11.png"}
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+ {"text": "cornflower blue circle with ivory background", "image": "images/12.png", "conditioning_image": "conditioning_images/12.png"}
14
+ {"text": "honey dew circle with fire brick background", "image": "images/13.png", "conditioning_image": "conditioning_images/13.png"}
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+ {"text": "beige circle with yellow green background", "image": "images/14.png", "conditioning_image": "conditioning_images/14.png"}
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+ {"text": "light golden rod yellow circle with rosy brown background", "image": "images/15.png", "conditioning_image": "conditioning_images/15.png"}
17
+ {"text": "light sea green circle with dark salmon background", "image": "images/16.png", "conditioning_image": "conditioning_images/16.png"}
18
+ {"text": "sky blue circle with dark orange background", "image": "images/17.png", "conditioning_image": "conditioning_images/17.png"}
19
+ {"text": "moccasin circle with lime background", "image": "images/18.png", "conditioning_image": "conditioning_images/18.png"}
20
+ {"text": "moccasin circle with olive drab background", "image": "images/19.png", "conditioning_image": "conditioning_images/19.png"}
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+ {"text": "light salmon circle with burly wood background", "image": "images/20.png", "conditioning_image": "conditioning_images/20.png"}
22
+ {"text": "salmon circle with thistle background", "image": "images/21.png", "conditioning_image": "conditioning_images/21.png"}
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+ {"text": "orange circle with sienna background", "image": "images/22.png", "conditioning_image": "conditioning_images/22.png"}
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+ {"text": "medium violet red circle with medium aquamarine background", "image": "images/23.png", "conditioning_image": "conditioning_images/23.png"}
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+ {"text": "hot pink circle with golden rod background", "image": "images/24.png", "conditioning_image": "conditioning_images/24.png"}
26
+ {"text": "green yellow circle with salmon background", "image": "images/25.png", "conditioning_image": "conditioning_images/25.png"}
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+ {"text": "olive circle with medium orchid background", "image": "images/26.png", "conditioning_image": "conditioning_images/26.png"}
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+ {"text": "lemon chiffon circle with light gray background", "image": "images/27.png", "conditioning_image": "conditioning_images/27.png"}
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+ {"text": "dark cyan circle with lime background", "image": "images/28.png", "conditioning_image": "conditioning_images/28.png"}
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+ {"text": "dark orchid circle with crimson background", "image": "images/29.png", "conditioning_image": "conditioning_images/29.png"}
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+ {"text": "sky blue circle with maroon background", "image": "images/30.png", "conditioning_image": "conditioning_images/30.png"}
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+ {"text": "dark slate blue circle with royal blue background", "image": "images/31.png", "conditioning_image": "conditioning_images/31.png"}
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+ {"text": "dark olive green circle with violet background", "image": "images/32.png", "conditioning_image": "conditioning_images/32.png"}
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+ {"text": "medium aquamarine circle with steel blue background", "image": "images/33.png", "conditioning_image": "conditioning_images/33.png"}
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+ {"text": "aquamarine circle with pink background", "image": "images/34.png", "conditioning_image": "conditioning_images/34.png"}
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+ {"text": "salmon circle with pink background", "image": "images/35.png", "conditioning_image": "conditioning_images/35.png"}
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+ {"text": "dark violet circle with wheat background", "image": "images/36.png", "conditioning_image": "conditioning_images/36.png"}
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+ {"text": "golden rod circle with dark slate gray background", "image": "images/37.png", "conditioning_image": "conditioning_images/37.png"}
39
+ {"text": "medium spring green circle with plum background", "image": "images/38.png", "conditioning_image": "conditioning_images/38.png"}
40
+ {"text": "dark turquoise circle with aqua background", "image": "images/39.png", "conditioning_image": "conditioning_images/39.png"}
41
+ {"text": "dark slate blue circle with papaya whip background", "image": "images/40.png", "conditioning_image": "conditioning_images/40.png"}
42
+ {"text": "deep sky blue circle with navy background", "image": "images/41.png", "conditioning_image": "conditioning_images/41.png"}
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+ {"text": "dark green circle with slate blue background", "image": "images/42.png", "conditioning_image": "conditioning_images/42.png"}
44
+ {"text": "midnight blue circle with indigo background", "image": "images/43.png", "conditioning_image": "conditioning_images/43.png"}
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+ {"text": "peru circle with maroon background", "image": "images/44.png", "conditioning_image": "conditioning_images/44.png"}
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+ {"text": "sky blue circle with pale green background", "image": "images/45.png", "conditioning_image": "conditioning_images/45.png"}
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+ {"text": "white circle with sandy brown background", "image": "images/46.png", "conditioning_image": "conditioning_images/46.png"}
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+ {"text": "navajo white circle with pale violet red background", "image": "images/47.png", "conditioning_image": "conditioning_images/47.png"}
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+ {"text": "sea green circle with thistle background", "image": "images/48.png", "conditioning_image": "conditioning_images/48.png"}
50
+ {"text": "peru circle with medium blue background", "image": "images/49.png", "conditioning_image": "conditioning_images/49.png"}
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+ {"text": "slate gray circle with dark violet background", "image": "images/50.png", "conditioning_image": "conditioning_images/50.png"}
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+ {"text": "turquoise circle with salmon background", "image": "images/51.png", "conditioning_image": "conditioning_images/51.png"}
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+ {"text": "dim gray circle with forest green background", "image": "images/52.png", "conditioning_image": "conditioning_images/52.png"}
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+ {"text": "lime green circle with indigo background", "image": "images/53.png", "conditioning_image": "conditioning_images/53.png"}
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+ {"text": "light gray circle with yellow background", "image": "images/54.png", "conditioning_image": "conditioning_images/54.png"}
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+ {"text": "white smoke circle with lawn green background", "image": "images/55.png", "conditioning_image": "conditioning_images/55.png"}
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+ {"text": "plum circle with navy background", "image": "images/56.png", "conditioning_image": "conditioning_images/56.png"}
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+ {"text": "sea shell circle with blue violet background", "image": "images/57.png", "conditioning_image": "conditioning_images/57.png"}
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+ {"text": "hot pink circle with dark cyan background", "image": "images/58.png", "conditioning_image": "conditioning_images/58.png"}
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+ {"text": "dim gray circle with teal background", "image": "images/59.png", "conditioning_image": "conditioning_images/59.png"}
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+ {"text": "maroon circle with orange red background", "image": "images/60.png", "conditioning_image": "conditioning_images/60.png"}
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+ {"text": "navajo white circle with aqua background", "image": "images/61.png", "conditioning_image": "conditioning_images/61.png"}
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+ {"text": "fuchsia circle with corn silk background", "image": "images/62.png", "conditioning_image": "conditioning_images/62.png"}
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+ {"text": "lime green circle with sandy brown background", "image": "images/63.png", "conditioning_image": "conditioning_images/63.png"}
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+ {"text": "yellow green circle with dark salmon background", "image": "images/64.png", "conditioning_image": "conditioning_images/64.png"}
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+ {"text": "silver circle with rosy brown background", "image": "images/65.png", "conditioning_image": "conditioning_images/65.png"}
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+ {"text": "gold circle with violet background", "image": "images/66.png", "conditioning_image": "conditioning_images/66.png"}
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+ {"text": "light pink circle with orchid background", "image": "images/67.png", "conditioning_image": "conditioning_images/67.png"}
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+ {"text": "dark salmon circle with spring green background", "image": "images/68.png", "conditioning_image": "conditioning_images/68.png"}
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+ {"text": "blanched almond circle with medium slate blue background", "image": "images/69.png", "conditioning_image": "conditioning_images/69.png"}
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+ {"text": "dark red circle with lime background", "image": "images/70.png", "conditioning_image": "conditioning_images/70.png"}
72
+ {"text": "medium purple circle with brown background", "image": "images/71.png", "conditioning_image": "conditioning_images/71.png"}
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+ {"text": "light golden rod yellow circle with old lace background", "image": "images/72.png", "conditioning_image": "conditioning_images/72.png"}
74
+ {"text": "dark orange circle with dark turquoise background", "image": "images/73.png", "conditioning_image": "conditioning_images/73.png"}
75
+ {"text": "khaki circle with mint cream background", "image": "images/74.png", "conditioning_image": "conditioning_images/74.png"}
76
+ {"text": "medium slate blue circle with medium slate blue background", "image": "images/75.png", "conditioning_image": "conditioning_images/75.png"}
77
+ {"text": "light gray circle with hot pink background", "image": "images/76.png", "conditioning_image": "conditioning_images/76.png"}
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+ {"text": "black circle with snow background", "image": "images/77.png", "conditioning_image": "conditioning_images/77.png"}
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+ {"text": "light sky blue circle with medium sea green background", "image": "images/78.png", "conditioning_image": "conditioning_images/78.png"}
80
+ {"text": "rosy brown circle with hot pink background", "image": "images/79.png", "conditioning_image": "conditioning_images/79.png"}
81
+ {"text": "black circle with sea shell background", "image": "images/80.png", "conditioning_image": "conditioning_images/80.png"}
82
+ {"text": "papaya whip circle with aqua background", "image": "images/81.png", "conditioning_image": "conditioning_images/81.png"}
83
+ {"text": "cadet blue circle with yellow green background", "image": "images/82.png", "conditioning_image": "conditioning_images/82.png"}
84
+ {"text": "rosy brown circle with teal background", "image": "images/83.png", "conditioning_image": "conditioning_images/83.png"}
85
+ {"text": "deep pink circle with yellow green background", "image": "images/84.png", "conditioning_image": "conditioning_images/84.png"}
86
+ {"text": "green yellow circle with ghost white background", "image": "images/85.png", "conditioning_image": "conditioning_images/85.png"}
87
+ {"text": "moccasin circle with yellow background", "image": "images/86.png", "conditioning_image": "conditioning_images/86.png"}
88
+ {"text": "medium sea green circle with dark slate blue background", "image": "images/87.png", "conditioning_image": "conditioning_images/87.png"}
89
+ {"text": "peru circle with red background", "image": "images/88.png", "conditioning_image": "conditioning_images/88.png"}
90
+ {"text": "lime green circle with maroon background", "image": "images/89.png", "conditioning_image": "conditioning_images/89.png"}
91
+ {"text": "deep pink circle with plum background", "image": "images/90.png", "conditioning_image": "conditioning_images/90.png"}
92
+ {"text": "sandy brown circle with sea shell background", "image": "images/91.png", "conditioning_image": "conditioning_images/91.png"}
93
+ {"text": "orange red circle with light cyan background", "image": "images/92.png", "conditioning_image": "conditioning_images/92.png"}
94
+ {"text": "medium slate blue circle with dark gray background", "image": "images/93.png", "conditioning_image": "conditioning_images/93.png"}
95
+ {"text": "maroon circle with aqua background", "image": "images/94.png", "conditioning_image": "conditioning_images/94.png"}
96
+ {"text": "gray circle with spring green background", "image": "images/95.png", "conditioning_image": "conditioning_images/95.png"}
97
+ {"text": "light sky blue circle with antique white background", "image": "images/96.png", "conditioning_image": "conditioning_images/96.png"}
98
+ {"text": "peach puff circle with lemon chiffon background", "image": "images/97.png", "conditioning_image": "conditioning_images/97.png"}
99
+ {"text": "green yellow circle with spring green background", "image": "images/98.png", "conditioning_image": "conditioning_images/98.png"}
100
+ {"text": "slate gray circle with plum background", "image": "images/99.png", "conditioning_image": "conditioning_images/99.png"}
101
+ {"text": "light salmon circle with orchid background", "image": "images/100.png", "conditioning_image": "conditioning_images/100.png"}
102
+ {"text": "gold circle with rosy brown background", "image": "images/101.png", "conditioning_image": "conditioning_images/101.png"}
103
+ {"text": "dark blue circle with thistle background", "image": "images/102.png", "conditioning_image": "conditioning_images/102.png"}
104
+ {"text": "lime circle with corn silk background", "image": "images/103.png", "conditioning_image": "conditioning_images/103.png"}
105
+ {"text": "chartreuse circle with fire brick background", "image": "images/104.png", "conditioning_image": "conditioning_images/104.png"}
106
+ {"text": "sandy brown circle with light slate gray background", "image": "images/105.png", "conditioning_image": "conditioning_images/105.png"}
107
+ {"text": "medium orchid circle with cyan background", "image": "images/106.png", "conditioning_image": "conditioning_images/106.png"}
108
+ {"text": "beige circle with medium slate blue background", "image": "images/107.png", "conditioning_image": "conditioning_images/107.png"}
109
+ {"text": "light golden rod yellow circle with ghost white background", "image": "images/108.png", "conditioning_image": "conditioning_images/108.png"}
110
+ {"text": "dark orchid circle with orange red background", "image": "images/109.png", "conditioning_image": "conditioning_images/109.png"}
111
+ {"text": "sea green circle with peru background", "image": "images/110.png", "conditioning_image": "conditioning_images/110.png"}
112
+ {"text": "alice blue circle with dark turquoise background", "image": "images/111.png", "conditioning_image": "conditioning_images/111.png"}
113
+ {"text": "orchid circle with pale turquoise background", "image": "images/112.png", "conditioning_image": "conditioning_images/112.png"}
114
+ {"text": "papaya whip circle with sea green background", "image": "images/113.png", "conditioning_image": "conditioning_images/113.png"}
115
+ {"text": "light blue circle with blue background", "image": "images/114.png", "conditioning_image": "conditioning_images/114.png"}
116
+ {"text": "dark blue circle with sienna background", "image": "images/115.png", "conditioning_image": "conditioning_images/115.png"}
117
+ {"text": "olive drab circle with moccasin background", "image": "images/116.png", "conditioning_image": "conditioning_images/116.png"}
118
+ {"text": "red circle with cadet blue background", "image": "images/117.png", "conditioning_image": "conditioning_images/117.png"}
119
+ {"text": "linen circle with pale violet red background", "image": "images/118.png", "conditioning_image": "conditioning_images/118.png"}
120
+ {"text": "mint cream circle with gray background", "image": "images/119.png", "conditioning_image": "conditioning_images/119.png"}
121
+ {"text": "dark slate blue circle with cadet blue background", "image": "images/120.png", "conditioning_image": "conditioning_images/120.png"}
122
+ {"text": "medium purple circle with dodger blue background", "image": "images/121.png", "conditioning_image": "conditioning_images/121.png"}
123
+ {"text": "pale green circle with navajo white background", "image": "images/122.png", "conditioning_image": "conditioning_images/122.png"}
124
+ {"text": "olive drab circle with dark green background", "image": "images/123.png", "conditioning_image": "conditioning_images/123.png"}
125
+ {"text": "navajo white circle with old lace background", "image": "images/124.png", "conditioning_image": "conditioning_images/124.png"}
126
+ {"text": "sandy brown circle with teal background", "image": "images/125.png", "conditioning_image": "conditioning_images/125.png"}
127
+ {"text": "dark sea green circle with light sea green background", "image": "images/126.png", "conditioning_image": "conditioning_images/126.png"}
128
+ {"text": "dark magenta circle with orchid background", "image": "images/127.png", "conditioning_image": "conditioning_images/127.png"}
129
+ {"text": "orange circle with lavender blush background", "image": "images/128.png", "conditioning_image": "conditioning_images/128.png"}
130
+ {"text": "cyan circle with dodger blue background", "image": "images/129.png", "conditioning_image": "conditioning_images/129.png"}
131
+ {"text": "lavender blush circle with peach puff background", "image": "images/130.png", "conditioning_image": "conditioning_images/130.png"}
132
+ {"text": "fire brick circle with mint cream background", "image": "images/131.png", "conditioning_image": "conditioning_images/131.png"}
133
+ {"text": "olive drab circle with black background", "image": "images/132.png", "conditioning_image": "conditioning_images/132.png"}
134
+ {"text": "moccasin circle with dodger blue background", "image": "images/133.png", "conditioning_image": "conditioning_images/133.png"}
135
+ {"text": "mint cream circle with light golden rod yellow background", "image": "images/134.png", "conditioning_image": "conditioning_images/134.png"}
136
+ {"text": "light gray circle with golden rod background", "image": "images/135.png", "conditioning_image": "conditioning_images/135.png"}
137
+ {"text": "lemon chiffon circle with dim gray background", "image": "images/136.png", "conditioning_image": "conditioning_images/136.png"}
138
+ {"text": "dark golden rod circle with indigo background", "image": "images/137.png", "conditioning_image": "conditioning_images/137.png"}
139
+ {"text": "green yellow circle with orange red background", "image": "images/138.png", "conditioning_image": "conditioning_images/138.png"}
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465
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488
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