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DeskVision

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The dataset generation failed because of a cast error
Error code:   DatasetGenerationCastError
Exception:    DatasetGenerationCastError
Message:      An error occurred while generating the dataset

All the data files must have the same columns, but at some point there are 1 new columns ({'image path'}) and 1 missing columns ({'url'}).

This happened while the json dataset builder was generating data using

hf://datasets/caca9527/DeskVision/OS-Atlas_desktop_DeskVision.jsonl (at revision df9d9d4b31c8353de7cba5b7c79a6b9d2d62e63e)

Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)
Traceback:    Traceback (most recent call last):
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1871, in _prepare_split_single
                  writer.write_table(table)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 643, in write_table
                  pa_table = table_cast(pa_table, self._schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2293, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2241, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              image path: string
              region captions: list<item: struct<id: int64, caption: string, bbox: list<item: double>>>
                child 0, item: struct<id: int64, caption: string, bbox: list<item: double>>
                    child 0, id: int64
                    child 1, caption: string
                    child 2, bbox: list<item: double>
                        child 0, item: double
              to
              {'url': Value(dtype='string', id=None), 'region captions': [{'id': Value(dtype='int64', id=None), 'caption': Value(dtype='string', id=None), 'bbox': Sequence(feature=Value(dtype='int64', id=None), length=-1, id=None)}]}
              because column names don't match
              
              During handling of the above exception, another exception occurred:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1436, in compute_config_parquet_and_info_response
                  parquet_operations = convert_to_parquet(builder)
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1053, in convert_to_parquet
                  builder.download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 925, in download_and_prepare
                  self._download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1001, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1742, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1873, in _prepare_split_single
                  raise DatasetGenerationCastError.from_cast_error(
              datasets.exceptions.DatasetGenerationCastError: An error occurred while generating the dataset
              
              All the data files must have the same columns, but at some point there are 1 new columns ({'image path'}) and 1 missing columns ({'url'}).
              
              This happened while the json dataset builder was generating data using
              
              hf://datasets/caca9527/DeskVision/OS-Atlas_desktop_DeskVision.jsonl (at revision df9d9d4b31c8353de7cba5b7c79a6b9d2d62e63e)
              
              Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)

Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.

url
string
region captions
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https://image.dandelionc…64ccecf2dd37.png
[ { "id": 0, "caption": "红色的页面关闭按钮", "bbox": [ 125, 71, 154, 100 ] }, { "id": 1, "caption": "最小化按钮", "bbox": [ 163, 70, 196, 101 ] }, { "id": 2, "caption": "写着'重要信息'的文本标签", "bbox": [ 482, 139, 510, ...
https://ss0.baidu.com/94…07082838fe05.jpg
[ { "id": 0, "caption": "带有文本标签'储存'的按钮", "bbox": [ 323, 60, 357, 101 ] }, { "id": 1, "caption": "带有文本标签'支持'的按钮", "bbox": [ 765, 79, 795, 103 ] }, { "id": 2, "caption": "文件名为'未命名文件夹'的文件夹", "bbox": [ 1284, 10...
https://pic.rmb.bdstatic…b82bed35d5a6.png
[ { "id": 0, "caption": "带有计算机图标的文件夹", "bbox": [ 13, 71, 39, 93 ] }, { "id": 1, "caption": "带有'大小'文字的列表项", "bbox": [ 325, 40, 378, 62 ] }, { "id": 2, "caption": "带有回形针图标的刷新按钮", "bbox": [ 500, 11, 524,...
https://image.dandelionc…2351245a1fa1.png
[ { "id": 0, "caption": "写着'Plan'的文本", "bbox": [ 120, 128, 171, 159 ] }, { "id": 1, "caption": "写着'will'的文本", "bbox": [ 255, 307, 304, 337 ] }, { "id": 2, "caption": "写着'be'的文本", "bbox": [ 309, 308, 3...
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[ { "id": 0, "caption": "带有'-'图标和文本标签'tb_brand'的标签", "bbox": [ 359, 58, 382, 81 ] }, { "id": 1, "caption": "带有放大镜图标的搜索按钮", "bbox": [ 1820, 54, 1848, 86 ] }, { "id": 2, "caption": "带有文本标签'米'的列标题", "bbox": [ 709, ...
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https://pic3.zhimg.com/1…e46d17a11e_r.jpg
[ { "id": 0, "caption": "带有'-'符号的输入法选项卡", "bbox": [ 144, 493, 197, 538 ] }, { "id": 1, "caption": "写着'q'的按键", "bbox": [ 2, 649, 54, 712 ] }, { "id": 2, "caption": "写着's'的按键", "bbox": [ 83, 725, 135, ...
https://pic.rmb.bdstatic…695783479a0.jpeg
[ { "id": 0, "caption": "显示日期'25'的文本", "bbox": [ 277, 109, 297, 130 ] }, { "id": 1, "caption": "显示日期'2020'的文本", "bbox": [ 337, 109, 377, 129 ] }, { "id": 2, "caption": "显示时间'07:08:50'的文本", "bbox": [ 384, 10...
https://pic1.zhimg.com/v…?source=382ee89a
[ { "id": 0, "caption": "带有文字'@kaifeng'的账号图标", "bbox": [ 1855, 42, 1901, 106 ] }, { "id": 1, "caption": "写着'拖拽复制'的按钮", "bbox": [ 1739, 406, 1813, 429 ] }, { "id": 2, "caption": "Windows任务视图按钮", "bbox": [ 56, ...
https://img-blog.csdn.net/20150816084522479
[ { "id": 0, "caption": "带有文本标签'ECDSA'的按钮", "bbox": [ 1069, 366, 1196, 405 ] } ]
https://pic1.zhimg.com/v…?source=2c26e567
[ { "id": 0, "caption": "带有文字'保存'的按钮", "bbox": [ 973, 165, 1067, 261 ] }, { "id": 1, "caption": "分享按钮", "bbox": [ 1095, 163, 1195, 263 ] }, { "id": 2, "caption": "带有文字'复制'的按钮", "bbox": [ 942, 841, 102...
https://img.wmzhe.top/up…60adc743ca7d.jpg
[ { "id": 0, "caption": "写着'Joplin'的菜单项", "bbox": [ 70, 23, 84, 37 ] }, { "id": 1, "caption": "写着'界面(V)'的菜单项", "bbox": [ 195, 23, 210, 38 ] }, { "id": 2, "caption": "新建笔记按钮", "bbox": [ 239, 39, 258, ...
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[ { "id": 0, "caption": "关闭按钮", "bbox": [ 382, 52, 391, 62 ] }, { "id": 1, "caption": "带有齿轮图标的设置按钮", "bbox": [ 540, 12, 569, 41 ] }, { "id": 2, "caption": "最小化按钮", "bbox": [ 304, 105, 313, 117 ...
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[ { "id": 0, "caption": "带有'>'图标的按钮", "bbox": [ 932, 506, 991, 582 ] }, { "id": 1, "caption": "带有'>'图标的按钮", "bbox": [ 920, 766, 1005, 864 ] }, { "id": 2, "caption": "带有'>'图标的按钮", "bbox": [ 919, 902, 1...
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[ { "id": 0, "caption": "带有文字'mongo'的按钮", "bbox": [ 211, 66, 325, 112 ] }, { "id": 1, "caption": "带有文字'1'的收藏图标", "bbox": [ 676, 75, 712, 104 ] }, { "id": 2, "caption": "带有文字'Overview'的按钮", "bbox": [ 20, 210...
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[ { "id": 0, "caption": "带有'13'文字的日期标签", "bbox": [ 85, 658, 132, 700 ] }, { "id": 1, "caption": "显示'3705175'的文本", "bbox": [ 1449, 534, 1486, 563 ] }, { "id": 2, "caption": "带有'3705175'文字的文本", "bbox": [ 1688, ...
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[ { "id": 0, "caption": "写着'开始'的灰色背景侧边项", "bbox": [ 46, 58, 80, 84 ] }, { "id": 1, "caption": "写着'保护'的菜单项", "bbox": [ 521, 25, 576, 51 ] }, { "id": 2, "caption": "带有放大镜图标和文本'告诉我...'的输入框", "bbox": [ 802, 24,...
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[ { "id": 0, "caption": "写着'Virtuoso® Hierarchy Editor: New Configuration (Save Saved)'的标题栏", "bbox": [ 4, 19, 28, 37 ] }, { "id": 1, "caption": "带有'add'图标和文本标签'Add'的按钮", "bbox": [ 110, 45, 137, 66 ] }, { "id": 2, "caption...
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[ { "id": 0, "caption": "带有加号的添加图像按钮", "bbox": [ 312, 105, 341, 134 ] }, { "id": 1, "caption": "刷新按钮", "bbox": [ 427, 101, 513, 134 ] }, { "id": 2, "caption": "带有云图标的'Overview'按钮", "bbox": [ 12, 248, ...
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[ { "id": 0, "caption": "终端选项卡关闭按钮", "bbox": [ 81, 186, 102, 219 ] }, { "id": 1, "caption": "带有房子图标和文本标签'用户文件夹'的菜单项", "bbox": [ 576, 94, 605, 124 ] }, { "id": 2, "caption": "终端图标", "bbox": [ 626, 699, ...
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[ { "id": 0, "caption": "Copilot窗口最小化按钮", "bbox": [ 1250, 217, 1285, 255 ] }, { "id": 1, "caption": "Windows图标", "bbox": [ 489, 1031, 534, 1072 ] }, { "id": 2, "caption": "文件夹图标", "bbox": [ 886, 1030, ...
https://pic3.zhimg.com/v…b33beef444_r.jpg
[ { "id": 0, "caption": "带有'内存'文字的复选框", "bbox": [ 18, 49, 53, 65 ] }, { "id": 1, "caption": "内存选项卡对应的复选框", "bbox": [ 135, 64, 177, 77 ] }, { "id": 2, "caption": "内存大小输入框", "bbox": [ 135, 64, 177, ...
https://qnam.smzdm.com/2…73.png_e1080.jpg
[ { "id": 0, "caption": "带有'服务条款'文字的按钮", "bbox": [ 219, 0, 303, 46 ] }, { "id": 1, "caption": "带有'分享图书'文字的按钮", "bbox": [ 858, 0, 943, 48 ] }, { "id": 2, "caption": "带有'武侠小说'文字的按钮", "bbox": [ 193, 152, ...
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[ { "id": 0, "caption": "带有文字'页面管理'的按钮", "bbox": [ 276, 59, 371, 95 ] }, { "id": 1, "caption": "带有文字'电子签章'的按钮", "bbox": [ 657, 59, 750, 95 ] }, { "id": 2, "caption": "带有文字'填写&签名'的按钮", "bbox": [ 977, 136, ...
https://img-blog.csdn.net/20151029150128598?watermark/2/text/aHR0cDovL2Jsb2cuY3Nkbi5uZXQv/font/5a6L5L2T/fontsize/400/fill/I0JBQkFCMA==/dissolve/70/gravity/Center
[ { "id": 0, "caption": "写着'sudo'的按钮", "bbox": [ 56, 88, 100, 113 ] }, { "id": 1, "caption": "写着'install'的按钮", "bbox": [ 186, 88, 260, 114 ] }, { "id": 2, "caption": "写着'install'的按钮", "bbox": [ 146, 263, ...
https://t10.baidu.com/it/u=2292009886,186551402&fm=30&app=106&f=JPEG?w=407&h=404&s=6E887423190E64CA4AFC19CE0300E0B2
[ { "id": 0, "caption": "带有'CPU-Z'文字的标签", "bbox": [ 327, 6, 343, 25 ] }, { "id": 1, "caption": "带有'CPU-Z'文字的标签", "bbox": [ 327, 6, 343, 25 ] }, { "id": 2, "caption": "带有'CPU-Z'文字的标签", "bbox": [ 374, 5, ...
https://bkimg.cdn.bcebos.com/pic/10dfa9ec8a13632762d08b4c07dbb7ec08fa513d690d
[ { "id": 0, "caption": "带有桌面图标和文本标签'桌面'的任务栏菜单项", "bbox": [ 198, 51, 289, 92 ] }, { "id": 1, "caption": "带有文件管理图标和文本标签'文件管理'的任务栏菜单项", "bbox": [ 288, 51, 405, 92 ] }, { "id": 2, "caption": "带有编辑器图标和文本标签'编辑器'的任务栏菜单项", "b...
https://i-blog.csdnimg.c…fe740ab6507e.png
[ { "id": 0, "caption": "带有'...'符号的编辑表按钮", "bbox": [ 556, 64, 610, 85 ] }, { "id": 1, "caption": "带有'...'符号的编辑表按钮", "bbox": [ 557, 124, 610, 145 ] }, { "id": 2, "caption": "写着'创建'的列表项", "bbox": [ 410, 164, ...
https://miaobi-lite.bj.b…A%3D%3D%27/1.png
[ { "id": 0, "caption": "带有文字'see'的按钮", "bbox": [ 0, 27, 35, 53 ] }, { "id": 1, "caption": "带有文字'ls'的按钮", "bbox": [ 302, 341, 322, 364 ] }, { "id": 2, "caption": "带有文字'dongdong'的按钮", "bbox": [ 302, 599, ...
https://miaobi-lite.bj.b…4ODM%3D%27/0.png
[ { "id": 0, "caption": "返回按钮", "bbox": [ 403, 104, 427, 130 ] }, { "id": 1, "caption": "microsoft/ markitdown分支图标", "bbox": [ 625, 114, 684, 168 ] }, { "id": 2, "caption": "一个带有放大镜图标的按钮", "bbox": [ 71, 319...
https://q3.itc.cn/images…9a3403bc01e.jpeg
[ { "id": 0, "caption": "写着'Multimedia'的文本链接", "bbox": [ 170, 25, 246, 48 ] }, { "id": 1, "caption": "写着'Photography'的文本链接", "bbox": [ 259, 25, 348, 48 ] }, { "id": 2, "caption": "写着'for Windows'的文本链接", "bbox": [ ...
https://i-blog.csdnimg.c…3d0c75053661.png
[ { "id": 0, "caption": "个人头像按钮", "bbox": [ 1025, 106, 1060, 130 ] }, { "id": 1, "caption": "带有文字'软件包'的按钮", "bbox": [ 211, 473, 228, 491 ] }, { "id": 2, "caption": "带有文字'软件包'的按钮", "bbox": [ 458, 419, ...
https://i-blog.csdnimg.c…b46ffe68b111.png
[ { "id": 0, "caption": "带有'系统管理'文字的按钮", "bbox": [ 152, 83, 227, 114 ] }, { "id": 1, "caption": "带有问号图标的按钮", "bbox": [ 1290, 13, 1331, 61 ] }, { "id": 2, "caption": "带有'×'符号的关闭按钮", "bbox": [ 1346, 256, ...
https://bkimg.cdn.bcebos.com/pic/8326cffc1e178a82b90101576853648da977381242b1
[ { "id": 0, "caption": "写着'Go'的菜单项", "bbox": [ 305, 125, 338, 151 ] }, { "id": 1, "caption": "写着'Help Topics'的菜单项", "bbox": [ 362, 151, 456, 208 ] }, { "id": 2, "caption": "返回按钮", "bbox": [ 233, 617, ...
https://pic2.zhimg.com/v…6f05c60a69_r.jpg
[ { "id": 0, "caption": "带有文字'运费'的按钮", "bbox": [ 37, 1180, 138, 1245 ] }, { "id": 1, "caption": "带有文字'运费'的按钮", "bbox": [ 37, 1180, 138, 1245 ] }, { "id": 2, "caption": "收货地址栏中的一组灰色矩形图标", "bbox": [ 639, 1511...
https://i-blog.csdnimg.c…7957ab300826.png
[ { "id": 0, "caption": "设置按钮", "bbox": [ 214, 60, 237, 86 ] }, { "id": 1, "caption": "断点按钮", "bbox": [ 4, 201, 49, 250 ] }, { "id": 2, "caption": "关闭按钮", "bbox": [ 739, 94, 754, 112 ] }, ...
https://discussionschinese.apple.com/content/attachment/cba0e469-fe4c-4302-bfbd-13859ada4cd8
[ { "id": 0, "caption": "返回按钮", "bbox": [ 15, 112, 60, 171 ] }, { "id": 1, "caption": "带有文字'蓝牙'的按钮", "bbox": [ 60, 112, 133, 168 ] }, { "id": 2, "caption": "带有文字'右'的按钮", "bbox": [ 68, 483, 126, ...
https://static.zybuluo.c…z3g0jvadc/13.png
[ { "id": 0, "caption": "Maven图标", "bbox": [ 124, 214, 178, 260 ] }, { "id": 1, "caption": "写着'主机'的菜单项", "bbox": [ 744, 269, 826, 349 ] }, { "id": 2, "caption": "带有放大镜图标的搜索按钮", "bbox": [ 1490, 158, 15...
https://i1.hdslb.com/bfs…5c99e69f8703.jpg
[ { "id": 0, "caption": "投屏按钮", "bbox": [ 1443, 81, 1482, 127 ] }, { "id": 1, "caption": "关闭按钮", "bbox": [ 1482, 81, 1517, 127 ] }, { "id": 2, "caption": "开始菜单按钮", "bbox": [ 10, 1013, 77, 1079 ...
https://bkimg.cdn.bcebos.com/pic/3bf33a87e950352aaf6de6895343fbf2b2118b27
[ { "id": 0, "caption": "带有'查找'文字的按钮", "bbox": [ 183, 54, 243, 82 ] }, { "id": 1, "caption": "最大化按钮", "bbox": [ 855, 250, 873, 272 ] }, { "id": 2, "caption": "GNOME games复选框", "bbox": [ 336, 385, 359,...
https://pic4.zhimg.com/v…e1870b19a5_r.jpg
[ { "id": 0, "caption": "刷新按钮", "bbox": [ 0, 154, 63, 214 ] }, { "id": 1, "caption": "关闭按钮", "bbox": [ 639, 51, 664, 76 ] }, { "id": 2, "caption": "关闭按钮", "bbox": [ 381, 325, 399, 340 ] },...
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[ { "id": 0, "caption": "一个带有语音气泡图标的按钮", "bbox": [ 403, 54, 462, 121 ] }, { "id": 1, "caption": "三个点的按钮", "bbox": [ 286, 117, 318, 153 ] }, { "id": 2, "caption": "刷新按钮", "bbox": [ 703, 56, 761, ...
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[ { "id": 0, "caption": "写着'Edit'的菜单项", "bbox": [ 36, 30, 73, 52 ] }, { "id": 1, "caption": "最大化按钮", "bbox": [ 428, 57, 440, 76 ] }, { "id": 2, "caption": "带有放大镜图标的视图切换按钮", "bbox": [ 2, 265, 27, ...
https://i-blog.csdnimg.c…d955f93b0e08.png
[ { "id": 0, "caption": "写着'Give feedback'的蓝色链接", "bbox": [ 544, 76, 705, 122 ] }, { "id": 1, "caption": "写着'Give feedback'的蓝色链接", "bbox": [ 544, 76, 705, 122 ] }, { "id": 2, "caption": "带有绿色立方体图标的Docker图标", "bbox": [ ...
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[ { "id": 0, "caption": "带有'（y/n）'文字的输入框", "bbox": [ 991, 270, 1065, 344 ] }, { "id": 1, "caption": "带有'~#'文字的输入框", "bbox": [ 340, 791, 390, 849 ] }, { "id": 2, "caption": "终端页面最大化按钮", "bbox": [ 402, 794, ...
https://dynamic-image.ye…IA8968E359KY.jpg
[ { "id": 0, "caption": "带有文字'草稿'的按钮", "bbox": [ 26, 5, 56, 20 ] }, { "id": 1, "caption": "一个带有文字'草稿'的白色按钮", "bbox": [ 59, 62, 70, 75 ] }, { "id": 2, "caption": "带有文字'草稿'的白色按钮", "bbox": [ 108, 62, 120...
https://img.kancloud.cn/…e1_2078x1298.png
[ { "id": 0, "caption": "红色的页面关闭按钮", "bbox": [ 118, 81, 159, 115 ] }, { "id": 1, "caption": "黄色的页面最大化按钮", "bbox": [ 160, 80, 198, 115 ] }, { "id": 2, "caption": "绿色的页面最小化按钮", "bbox": [ 201, 79, 237, ...
https://static.zybuluo.c…m2h13bt1dv59.png
[ { "id": 0, "caption": "返回按钮", "bbox": [ 119, 94, 181, 173 ] }, { "id": 1, "caption": "带有文字'游戏(3)'的菜单项", "bbox": [ 150, 184, 233, 223 ] }, { "id": 2, "caption": "电量图标", "bbox": [ 1629, 39, 1661, ...
https://t10.baidu.com/it/u=1355832202,188740000&fm=30&app=106&f=JPEG?w=580&h=398&s=1AAA7023019A75CE187504DA030080B0
[ { "id": 0, "caption": "带有'docker image is'文字的按钮", "bbox": [ 100, 340, 138, 364 ] }, { "id": 1, "caption": "CREATED文本", "bbox": [ 246, 365, 267, 389 ] }, { "id": 2, "caption": "SIZE文本", "bbox": [ 358, 342,...
https://i-blog.csdnimg.c…e5aa648425fa.png
[ { "id": 0, "caption": "一个黑色的拨动开关，当前处于关闭状态", "bbox": [ 277, 143, 315, 177 ] }, { "id": 1, "caption": "一个带有'<'符号的拨动开关", "bbox": [ 317, 143, 350, 177 ] }, { "id": 2, "caption": "一个带有'='符号的拨动开关", "bbox": [ 590, ...
https://ss3.baidu.com/-f…a144ac3482ab.jpg
[ { "id": 0, "caption": "写着'完成'的蓝色按钮", "bbox": [ 31, 16, 79, 35 ] }, { "id": 1, "caption": "写着'帮助!'的按钮", "bbox": [ 31, 16, 79, 35 ] }, { "id": 2, "caption": "写着'帮助!'的按钮", "bbox": [ 430, 17, 473, ...
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[ { "id": 0, "caption": "带有'源盘(或镜像文件)'标签的复选框", "bbox": [ 18, 44, 47, 64 ] }, { "id": 1, "caption": "写着'参数设置'的复选框", "bbox": [ 303, 41, 356, 66 ] }, { "id": 2, "caption": "带有'目标盘(或镜像文件)'标签的复选框", "bbox": [ 196, ...
https://static.zybuluo.c…1thl1c29fs8g.png
[ { "id": 0, "caption": "文件夹打开按钮", "bbox": [ 30, 122, 60, 154 ] }, { "id": 1, "caption": "视图选项卡", "bbox": [ 527, 55, 586, 81 ] }, { "id": 2, "caption": "文件关闭按钮", "bbox": [ 89, 158, 120, 190 ...
https://learn.microsoft.…gent-command.png
[ { "id": 0, "caption": "带有文字'查找'的按钮", "bbox": [ 238, 8, 326, 72 ] }, { "id": 1, "caption": "带有用户图标和'>'符号的终端图标", "bbox": [ 45, 159, 99, 234 ] }, { "id": 2, "caption": "带有'>'符号的终端图标", "bbox": [ 95, 158, ...
https://img-blog.csdn.net/20161225132708090?watermark/2/text/aHR0cDovL2Jsb2cuY3Nkbi5uZXQvcWluZ2NodW53ZWlsaWFuZw==/font/5a6L5L2T/fontsize/400/fill/I0JBQkFCMA==/dissolve/70/gravity/SouthEast
[ { "id": 0, "caption": "写着'bash'的按钮", "bbox": [ 793, 250, 829, 270 ] } ]
https://qna.smzdm.com/20…34.jpg_e1080.jpg
[ { "id": 0, "caption": "电量显示图标", "bbox": [ 26, 10, 59, 52 ] }, { "id": 1, "caption": "电量显示图标", "bbox": [ 58, 6, 93, 56 ] }, { "id": 2, "caption": "返回按钮", "bbox": [ 92, 3, 129, 60 ] }, {...
https://am.zdmimg.com/20…39.png_e1080.jpg
[ { "id": 0, "caption": "带有文字'登录|注册'的按钮", "bbox": [ 943, 20, 1023, 51 ] }, { "id": 1, "caption": "带有文字'登录|注册'的按钮", "bbox": [ 943, 20, 1023, 51 ] } ]
https://i-blog.csdnimg.c…d58259690e3d.png
[ { "id": 0, "caption": "带有文字'img2img'的按钮", "bbox": [ 194, 191, 301, 228 ] }, { "id": 1, "caption": "带有文字'Extras'的按钮", "bbox": [ 352, 191, 428, 226 ] }, { "id": 2, "caption": "带有文字'PNG Info'的按钮", "bbox": [ 475, ...
https://learn.microsoft.…nt-mac/add-1.png
[ { "id": 0, "caption": "写着'Home'的白色背景按钮", "bbox": [ 277, 53, 402, 101 ] }, { "id": 1, "caption": "写着'Refresh'的白色按钮", "bbox": [ 413, 53, 560, 100 ] }, { "id": 2, "caption": "写着'Save'的白色按钮", "bbox": [ 912, 6...
https://qnam.smzdm.com/2…92.png_e1080.jpg
[ { "id": 0, "caption": "带有'DNS'文字的按钮", "bbox": [ 306, 60, 372, 91 ] }, { "id": 1, "caption": "带有'DNS'文字的按钮", "bbox": [ 306, 60, 372, 91 ] }, { "id": 2, "caption": "带有'代理'文字的按钮", "bbox": [ 527, 62, 57...
https://gimg2.baidu.com/image_search/src=http%3A%2F%2Fimg.nga.178.com%2Fattachments%2Fmon_202103%2F02%2F9aQ16r-8oowK2eT1kSgr-gq.png&refer=http%3A%2F%2Fimg.nga.178.com&app=2002&size=f9999,10000&q=a80&n=0&g=0n&fmt=auto?sec=1751680626&t=fd4f66d739a64a37ba67b12723b8037e
[ { "id": 0, "caption": "写着'這個處理器'的复选框", "bbox": [ 48, 111, 72, 135 ] }, { "id": 1, "caption": "写着'662.4'的灰色背景长条", "bbox": [ 155, 111, 186, 134 ] }, { "id": 2, "caption": "写着'這個處理器'的复选框", "bbox": [ 47, 215,...
https://gips1.baidu.com/it/u=3923091268,1531014215&fm=3074&app=3074&f=JPEG?w=1600&h=1170&type=normal&func=
[ { "id": 0, "caption": "写着'系统设置'的任务栏菜单项", "bbox": [ 147, 42, 227, 76 ] }, { "id": 1, "caption": "带有摄像头图标的系统设置按钮", "bbox": [ 985, 64, 1022, 96 ] }, { "id": 2, "caption": "Chrome浏览器图标", "bbox": [ 243, 925, ...
https://gips2.baidu.com/it/u=1307679198,3933004153&fm=3074&app=3074&f=JPEG?w=1040&h=670&type=normal&func=
[ { "id": 0, "caption": "带有'FTP(P)'文字的按钮", "bbox": [ 102, 65, 139, 91 ] }, { "id": 1, "caption": "写着'名称'的文件夹列表排序按钮", "bbox": [ 526, 134, 593, 153 ] }, { "id": 2, "caption": "写着'修改时间'的文件夹列表排序按钮", "bbox": [ 926, ...
https://linuxidc.loloya.…d70bc663fe79.png
[ { "id": 0, "caption": "返回按钮", "bbox": [ 9, 29, 32, 57 ] }, { "id": 1, "caption": "更多按钮", "bbox": [ 284, 29, 310, 56 ] }, { "id": 2, "caption": "关闭按钮", "bbox": [ 288, 214, 310, 238 ] }, ...
https://qnam.smzdm.com/2…90.jpg_e1080.jpg
[ { "id": 0, "caption": "内存读取速度显示", "bbox": [ 103, 65, 194, 89 ] }, { "id": 1, "caption": "内存写入速度显示", "bbox": [ 289, 65, 381, 89 ] }, { "id": 2, "caption": "L1缓存速度显示", "bbox": [ 196, 103, 287, 1...
https://i-blog.csdnimg.c…529550577ad8.png
[ { "id": 0, "caption": "带有文字'CSDN @江湖一码农'的图标", "bbox": [ 2334, 1444, 2443, 1520 ] } ]
https://img.jbzj.com/fil…108051050274.jpg
[ { "id": 0, "caption": "带有文字'没发现打印机'的按钮", "bbox": [ 111, 48, 128, 73 ] }, { "id": 1, "caption": "带有'X'图标的关闭按钮", "bbox": [ 570, 9, 590, 33 ] } ]
https://img.pconline.com…648296863648.jpg
[ { "id": 0, "caption": "带有'主板'字样的白色背景按钮", "bbox": [ 94, 193, 179, 245 ] }, { "id": 1, "caption": "带有'主板'字样的白色背景按钮", "bbox": [ 94, 193, 179, 245 ] }, { "id": 2, "caption": "带有'内存'字样的白色背景按钮", "bbox": [ 326, ...
https://pic3.zhimg.com/v…5d908cc15e_r.jpg
[ { "id": 0, "caption": "分享按钮", "bbox": [ 0, 1, 35, 32 ] }, { "id": 1, "caption": "带有量子位字样的文本链接", "bbox": [ 738, 398, 761, 427 ] } ]
https://qnam.smzdm.com/2…36.jpg_e1080.jpg
[ { "id": 0, "caption": "写着'处理器'的菜单项", "bbox": [ 16, 46, 80, 76 ] }, { "id": 1, "caption": "写着'关于'的菜单项", "bbox": [ 411, 45, 462, 83 ] }, { "id": 2, "caption": "写着'指令集'的菜单项", "bbox": [ 56, 253, 111, ...
https://i-blog.csdnimg.c…8.png#pic_center
[ { "id": 0, "caption": "音量设置按钮", "bbox": [ 1123, 212, 1152, 235 ] }, { "id": 1, "caption": "火狐浏览器图标", "bbox": [ 457, 358, 516, 414 ] }, { "id": 2, "caption": "文件管理器图标", "bbox": [ 459, 418, 514, ...
https://i-blog.csdnimg.c…b32eae97f2ab.png
[ { "id": 0, "caption": "关闭按钮", "bbox": [ 934, 97, 995, 168 ] }, { "id": 1, "caption": "刷新按钮", "bbox": [ 453, 210, 537, 309 ] }, { "id": 2, "caption": "收藏按钮", "bbox": [ 2904, 198, 3000, 311 ...
https://i-blog.csdnimg.c…0b972ad49b29.png
[ { "id": 0, "caption": "写着'Products'的按钮", "bbox": [ 1105, 27, 1327, 131 ] }, { "id": 1, "caption": "写着'Pricing'的按钮", "bbox": [ 1342, 31, 1494, 130 ] }, { "id": 2, "caption": "写着'Solutions'的按钮", "bbox": [ 1527, ...
https://i-blog.csdnimg.c…05b6de24a85c.png
[ { "id": 0, "caption": "带有'*)つ...'文字的返回按钮", "bbox": [ 113, 70, 149, 92 ] }, { "id": 1, "caption": "带有北洋园PT图标和文本'北洋园PT'的按钮", "bbox": [ 953, 70, 1034, 95 ] }, { "id": 2, "caption": "带有邮箱图标和文本'邮箱'的按钮", "bbox": [ 11...
https://pic.rmb.bdstatic.com/332b3bb3670cbc1607cad51ddd49ffe1.jpeg@wm_2,t_55m+5a625Y+3L+enkeaKgOaXpeiusOacrA==,fc_ffffff,ff_U2ltSGVp,sz_16,x_10,y_10
[ { "id": 0, "caption": "电量显示图标", "bbox": [ 427, 5, 475, 28 ] }, { "id": 1, "caption": "环境声音控制拨动开关", "bbox": [ 380, 109, 417, 130 ] }, { "id": 2, "caption": "均衡器调节按钮", "bbox": [ 26, 318, 44, 333...
https://pics4.baidu.com/…0E44A8DF000080B6
[ { "id": 0, "caption": "带有文字'win转换'的按钮", "bbox": [ 251, 47, 282, 60 ] }, { "id": 1, "caption": "带有文字'特色'的按钮", "bbox": [ 283, 48, 308, 61 ] }, { "id": 2, "caption": "带有文字'网络'的按钮", "bbox": [ 371, 36, 4...
https://pic.rmb.bdstatic…852e87c78e8.jpeg
[ { "id": 0, "caption": "火狐浏览器图标", "bbox": [ 0, 31, 61, 87 ] }, { "id": 1, "caption": "穆莎个人助理图标", "bbox": [ 0, 89, 61, 147 ] }, { "id": 2, "caption": "文件管理器图标", "bbox": [ 0, 264, 59, 320 ] ...
https://files.readme.io/…_12.58.15_PM.png
[ { "id": 0, "caption": "带有添加图标的文件夹", "bbox": [ 517, 107, 558, 148 ] }, { "id": 1, "caption": "下拉框", "bbox": [ 1902, 699, 1942, 743 ] }, { "id": 2, "caption": "带有数据库图标和文本标签'Scripts'的列表项", "bbox": [ 12, 1253...
End of preview.

DeskVision: Large Scale Desktop Region Captioning for Advanced GUI Agents

[💻Code][📝Paper] [🤗Models][🤗Data]

We have open-sourced the code for generating DeskVision data, which includes two tools, Detector and Captioner. For details and how to use them, see [📝Paper] and [💻Code]. We have also open-sourced (part of) the DeskVision data generated based on these tools. Due to data legitimacy reasons, self-built image data is presented in URL format. More data will be added in the future. We also generate Region Captions for the open source Desktop complete image data of OS-Atlas, and also open source the related annotations.

Data format description

  1. DeskVision_url
{"url": xx, "region captions": xx}
  1. OS-Atlas_desktop_DeskVision
{"image path": xx, "region captions": xx}

The region captions give each interactive element ID, bbox (x1,y1,x2,y2) and caption.

Citation

If you use DeskVision datasets for your research, please cite our [📝Paper]：

@misc{xu2025deskvisionlargescaledesktop,
      title={DeskVision: Large Scale Desktop Region Captioning for Advanced GUI Agents}, 
      author={Yibin Xu and Liang Yang and Hao Chen and Hua Wang and Zhi Chen and Yaohua Tang},
      year={2025},
      eprint={2503.11170},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2503.11170}, 
}
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