数据标注

将非结构化数据快速转化为高质量结构化数据

助力AI轻松跨越产业落地鸿沟

数据标注
专注自动驾驶数据标注

“我们通过人机融合的工作流数据标注方案定制化解决您的自动驾驶数据标注需求”

计算机视觉
语音交互
自然语言处理
3D点云连续帧
3D点云连续帧
点云语义分割
点云语义分割
2D框
2D框
多边形
多边形
语义分割
语义分割
3D立方体
3D立方体
多段线
多段线
语音转录
语音转录
语音合成
语音合成
实体识别
实体识别
OCR转写
OCR转写
文本分类
文本分类

任务名称:

3D点云连续帧数据标注


任务需求:

在3D点云连续帧数据中,标注出车辆、行人等物体

需要标注出车辆的行进方向

同一对象的Track ID相同


请输入文本内容

JSON RESPONSE

{

'updatedTime':null,

'datasetName':'点云',

'rejectNumber':'0',

'taskJobContinuousNO':'0',

'LabelDetail':{

'groupObject':[],

'objects':[

{

'zindex':58,

'color':'#804CF7',

'feature':{

'frontFaceDirection':'+x',

'depth':'1.695906432748538',

'center':{

'x':6.067877176534157,

'y':-1.6238547162463401,

'z':-0.8467066300514577

},

'rotation':{

'x':0.0,

'y':0.0,

'z':0.20943951023931953

},

'width':'1.7968845176696775',

'courseAngle':0.20943951023931953,

'height':'0.5741177129745483',

'points':[],

'attrs':[]

},

'resultIndexNo':58,

'labelName':'行人',

'type':'POINTCLOUD',

'labelCode':'行人',

'featureId':'BoxGeometry_1629279057780_6579'

}

],

'mappingObject':[

{

'shapeId':'BoxGeometry_1629279057780_6579',

'top':166.20933739803658,

'left':742.290655528893,

'width':182.920366377339,

'cameraName':'camera01',

'height':242.61395076017075

}

]

},

'width':null,

'createdTime':null,

'id':'370654757725941765',

'folderName':null,

'originStorageName':'kitti_000000.bin',

'projectName':'点云连续帧标注_复制',

'storageURL':'https://cdn.seed.mindflow.com.cn/SEED_METADATA_SET/1366579899594465281/1366579900594089986/1614653034632_jQNcwj2YVPSDYPfY.bin',

'height':null,

'status':'进行中'

}

{

'updatedTime':null,

'datasetName':'点云',

'rejectNumber':'0',

'taskJobContinuousNO':'1',

'LabelDetail':{

'groupObject':[],

'objects':[

{

'zindex':58,

'color':'#804CF7',

'feature':{

'frontFaceDirection':'+x',

'depth':'1.6230000047944486',

'center':{

'x':6.0644607955055,

'y':-1.672241980830855,

'z':-0.7998024109349295

},

'rotation':{

'x':0.0,

'y':0.0,

'z':0.20943951023931953

},

'width':'1.7968845176696775',

'courseAngle':0.20943951023931953,

'height':'0.5741177129745483',

'points':[],

'attrs':[]

},

'resultIndexNo':58,

'labelName':'行人',

'type':'POINTCLOUD',

'labelCode':'行人',

'featureId':'BoxGeometry_1629279057780_6579'

}

],

'mappingObject':[

{

'shapeId':'BoxGeometry_1629279057780_6579',

'top':164.8837801222363,

'left':747.3623289894141,

'width':184.511306788074,

'cameraName':'camera01',

'height':242.43792346911815

}

]

},

'width':null,

'createdTime':null,

'id':'370657022728085513',

'folderName':null,

'originStorageName':'kitti_000001.bin',

'projectName':'点云连续帧标注_复制',

'storageURL':'https://cdn.seed.mindflow.com.cn/SEED_METADATA_SET/1366579899594465281/1366579900594089986/1614653035470_qRJiBgKJEM7qOrj9.bin',

'height':null,

'status':'进行中'

}

{

'updatedTime':null,

'datasetName':'点云',

'rejectNumber':'0',

'taskJobContinuousNO':'2',

'LabelDetail':{

'groupObject':[],

'objects':[

{

'zindex':58,

'color':'#804CF7',

'feature':{

'frontFaceDirection':'+x',

'depth':'1.6230000047944486',

'center':{

'x':6.067142568794203,

'y':-1.7193330427011388,

'z':-0.7911048194987117

},

'rotation':{

'x':0.0,

'y':0.0,

'z':0.20943951023931953

},

'width':'1.7968845176696775',

'courseAngle':0.20943951023931953,

'height':'0.5741177129745483',

'points':[],

'attrs':[]

},

'resultIndexNo':58,

'labelName':'行人',

'type':'POINTCLOUD',

'labelCode':'行人',

'featureId':'BoxGeometry_1629279057780_6579'

}

],

'mappingObject':[

{

'shapeId':'BoxGeometry_1629279057780_6579',

'top':163.55969619810895,

'left':752.42976107758,

'width':186.0990577833198,

'cameraName':'camera01',

'height':242.26213879651584

}

]

},

'width':null,

'createdTime':null,

'id':'370657022757445637',

'folderName':null,

'originStorageName':'kitti_000002.bin',

'projectName':'点云连续帧标注_复制',

'storageURL':'https://cdn.seed.mindflow.com.cn/SEED_METADATA_SET/1366579899594465281/1366579900594089986/1614653038871_h3kGPdspKdxrAp2q.bin',

'height':null,

'status':'进行中'

}

{

'updatedTime':null,

'datasetName':'点云',

'rejectNumber':'0',

'taskJobContinuousNO':'3',

'LabelDetail':{

'groupObject':[],

'objects':[

{

'zindex':58,

'color':'#804CF7',

'feature':{

'frontFaceDirection':'+x',

'depth':'1.6230000047944486',

'center':{

'x':6.069824342082907,

'y':-1.7664241045714224,

'z':-0.7824072280624939

},

'rotation':{

'x':0.0,

'y':0.0,

'z':0.20943951023931953

},

'width':'1.7968845176696775',

'courseAngle':0.20943951023931953,

'height':'0.5741177129745483',

'points':[],

'attrs':[]

},

'resultIndexNo':58,

'labelName':'行人',

'type':'POINTCLOUD',

'labelCode':'行人',

'featureId':'BoxGeometry_1629279057780_6579'

}

],

'mappingObject':[

{

'shapeId':'BoxGeometry_1629279057780_6579',

'top':162.23708317058214,

'left':757.4929571116711,

'width':187.6836264691614,

'cameraName':'camera01',

'height':242.08659625766967

}

]

},

'width':null,

'createdTime':null,

'id':'370657022782611463',

'folderName':null,

'originStorageName':'kitti_000003.bin',

'projectName':'点云连续帧标注_复制',

'storageURL':'https://cdn.seed.mindflow.com.cn/SEED_METADATA_SET/1366579899594465281/1366579900594089986/1614653020860_s9TGty3HhuB1EH64.bin',

'height':null,

'status':'进行中'

}

{

'updatedTime':null,

'datasetName':'点云',

'rejectNumber':'0',

'taskJobContinuousNO':'4',

'LabelDetail':{

'groupObject':[],

'objects':[

{

'zindex':58,

'color':'#804CF7',

'feature':{

'frontFaceDirection':'+x',

'depth':'1.6230000047944486',

'center':{

'x':6.072506115371611,

'y':-1.8135151664417062,

'z':-0.7737096366262761

},

'rotation':{

'x':0.0,

'y':0.0,

'z':0.20943951023931953

},

'width':'1.7968845176696775',

'courseAngle':0.20943951023931953,

'height':'0.5741177129745483',

'points':[],

'attrs':[]

},

'resultIndexNo':58,

'labelName':'行人',

'type':'POINTCLOUD',

'labelCode':'行人',

'featureId':'BoxGeometry_1629279057780_6579'

}

],

'mappingObject':[

{

'shapeId':'BoxGeometry_1629279057780_6579',

'top':160.91593859003495,

'left':762.5519224010799,

'width':189.2650199328893,

'cameraName':'camera01',

'height':241.91129536914565

}

]

},

'width':null,

'createdTime':null,

'id':'370657022807777281',

'folderName':null,

'originStorageName':'kitti_000004.bin',

'projectName':'点云连续帧标注_复制',

'storageURL':'https://cdn.seed.mindflow.com.cn/SEED_METADATA_SET/1366579899594465281/1366579900594089986/1614653031234_5cWGflpNn7nNFMeS.bin',

'height':null,

'status':'进行中'

}


查看数据

3D点云连续帧
3D点云连续帧

任务名称:

3D点云语义分割数据标注


任务需求:

在3D点云数据中,标注出全部物体



请输入文本内容

JSON RESPONSE

{

"updatedTime":null,

"datasetName":"道路安全",

"rejectNumber":null,

"LabelDetail":{

"groupObject":[],

"objects":[

{

"convexHullPoints":[

14039,

14040,

14041,

受限于篇幅,仅展示部分Json数据

49149,

49150,

49151

],

"zindex":48,

"color":"#FF4436",

"feature":{

"points":[],

"attrs":[]

},

"resultIndexNo":48,

"labelName":"车辆",

"type":"CONVEXHULL",

"labelCode":"车辆",

"featureId":"ConvexHull_1654746734584_3936"

}

]

},

"width":null,

"createdTime":null,

"id":"497399293915185156",

"folderName":"",

"originStorageName":"1600151988902_7eznyo76ifkyiv19.pcd",

"projectName":"3D语义分割",

"storageURL":"https://mindflowai-open.oss-cn-hangzhou.aliyuncs.com/SEED_METADATA_SET/1305781368723689473/1600157519583_u2fgkgor0iin8rij.pcd",

"height":null,

"status":"进行中"

}

查看数据

点云语义分割
点云语义分割

任务名称:

车辆物体检测数据标注


任务需求:

使用2D框标注工具,标注出图像中的车辆


请输入文本内容

JSON RESPONSE

{

'updatedTime':'2020-12-11T17:53:01.713',

'datasetName':'1',

'rejectNumber':'0',

'LabelDetail':{

'objects':[

{

'color':'#FF4436',

'feature':{

'ytl':'271.76',

'xtl':'323.49',

'attrCodeList':[],

'ybr':'303.83',

'xbr':'353.13',

'points':[

{

'x':'323.4859003420176',

'y':'271.7605591611057'

},

{

'x':'353.1343',

'y':'271.7605591611057'

},

{

'x':'353.1343',

'y':'303.8332'

},

{

'x':'323.4859003420176',

'y':'303.8332'

}

],

'attrs':[]

},

'rotationAngle':'0',

'type':'BOX',

'labelName':'汽车',

'featureId':'markBox_1607680271589_1',

'labelCode':'汽车'

},

{

'color':'#FF4436',

'feature':{

'ytl':'280.92',

'xtl':'318.1',

'attrCodeList':[],

'ybr':'297.36',

'xbr':'324.83',

'points':[

{

'x':'318.0952884749943',

'y':'280.9241697005299'

},

{

'x':'324.8336',

'y':'280.9241697005299'

},

{

'x':'324.8336',

'y':'297.3648'

},

{

'x':'318.0952884749943',

'y':'297.3648'

}

],

'attrs':[]

},

'rotationAngle':'0',

'type':'BOX',

'labelName':'汽车',

'featureId':'markBox_1607680279110_2',

'labelCode':'汽车'

},

{

'color':'#FF4436',

'feature':{

'ytl':'283.35',

'xtl':'300.04',

'attrCodeList':[],

'ybr':'291.97',

'xbr':'310.55',

'points':[

{

'x':'300.03673872046625',

'y':'283.3498313139069'

},

{

'x':'310.5484',

'y':'283.3498313139069'

},

{

'x':'310.5484',

'y':'291.9744'

},

{

'x':'300.03673872046625',

'y':'291.9744'

}

],

'attrs':[]

},

'rotationAngle':'0',

'type':'BOX',

'labelName':'汽车',

'featureId':'markBox_1607680284576_3',

'labelCode':'汽车'

},

{

'color':'#FF4436',

'feature':{

'ytl':'282.81',

'xtl':'293.84',

'attrCodeList':[],

'ybr':'289.82',

'xbr':'301.11',

'points':[

{

'x':'293.83753507338946',

'y':'282.8107953998231'

},

{

'x':'301.1149',

'y':'282.8107953998231'

},

{

'x':'301.1149',

'y':'289.8183'

},

{

'x':'293.83753507338946',

'y':'289.8183'

}

],

'attrs':[]

},

'rotationAngle':'0',

'type':'BOX',

'labelName':'汽车',

'featureId':'markBox_1607680290458_4',

'labelCode':'汽车'

},

{

'color':'#2D75FF',

'feature':{

'ytl':'271.76',

'xtl':'342.35',

'attrCodeList':[],

'ybr':'286.31',

'xbr':'357.99',

'points':[

{

'x':'342.35304187659915',

'y':'271.7605591611057'

},

{

'x':'357.9858',

'y':'271.7605591611057'

},

{

'x':'357.9858',

'y':'286.3145'

},

{

'x':'342.35304187659915',

'y':'286.3145'

}

],

'attrs':[]

},

'rotationAngle':'0',

'type':'BOX',

'labelName':'货车',

'featureId':'markBox_1607680301014_5',

'labelCode':'货车'

},

{

'color':'#2D75FF',

'feature':{

'ytl':'204.3',

'xtl':'378.24',

'attrCodeList':[],

'ybr':'316.87',

'xbr':'470.69',

'points':[

{

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},

{

'x':'470.6868',

'y':'204.30313909378938'

},

{

'x':'470.6868',

'y':'316.8718'

},

{

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}

],

'attrs':[]

},

'rotationAngle':'0',

'type':'BOX',

'labelName':'货车',

'featureId':'markBox_1607680310823_6',

'labelCode':'货车'

},

{

'color':'#2D75FF',

'feature':{

'ytl':'0',

'xtl':'488.29',

'attrCodeList':[],

'ybr':'405.73',

'xbr':'720',

'points':[

{

'x':'488.28922224091133',

'y':'0'

},

{

'x':'719.9998222409114',

'y':'0'

},

{

'x':'719.9998222409114',

'y':'405.7333'

},

{

'x':'488.28922224091133',

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}

],

'attrs':[]

},

'rotationAngle':'0',

'type':'BOX',

'labelName':'货车',

'featureId':'markBox_1607680321993_7',

'labelCode':'货车'

}

]

},

'width':'720',

'viewURL':'',

'createdTime':'2020-12-11T17:51:45.980',

'id':'299997189283856390',

'originStorageName':'原图.jpg',

'projectName':'1',

'storageURL':'https://cdn.seed.mindflow.com.cn/SEED_METADATA_SET/1337333976667877377/1607680241382_ejnmcxvyztfuc3as.jpg',

'labelCost':'0',

'height':'438',

'status':'已完成'

}


查看数据

2D框
2D框

任务名称:

车辆多边形数据标注


任务需求:

使用多边形标注工具,标注出图像中的车辆


请输入文本内容

JSON RESPONSE

{

'updatedTime':'2020-12-12T13:47:44.302',

'datasetName':'1',

'rejectNumber':'0',

'LabelDetail':{

'objects':[

{

'color':'#FF4436',

'feature':{

'attrCodeList':[],

'hollowPoints':[],

'points':[

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},

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查看数据

多边形
多边形

任务名称:

自动驾驶全景语义分割数据标注


任务需求:

使用多边形标注工具,标注出图像中的所有对象

不能存在未标注或重合部分


请输入文本内容

JSON RESPONSE

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查看数据

语义分割
语义分割

任务名称:

车辆物体检测数据标注


任务需求:

使用3D立体框标注工具,标注出图像中的车辆


请输入文本内容

JSON RESPONSE

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查看数据

3D立方体
3D立方体

任务名称:

车道线数据标注


任务需求:

使用多段线标注工具,标注出图像中的车道线

多段线需要沿着车道外侧边界进行标注


请输入文本内容

JSON RESPONSE

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查看数据

多段线
多段线


请输入文本内容

JSON RESPONSE

查看数据

实体识别
实体识别

“对不同人的说话内容进行转写”

请输入文本内容

JSON RESPONSE

查看数据

语音转录
语音转录

任务名称:

3D点云连续帧数据标注


任务需求:

在3D点云连续帧数据中,标注出车辆、行人等物体

需要标注出车辆的行进方向

同一对象的Track ID相同


请输入文本内容

JSON RESPONSE

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'width':null,

'createdTime':null,

'id':'370657022782611463',

'folderName':null,

'originStorageName':'kitti_000003.bin',

'projectName':'点云连续帧标注_复制',

'storageURL':'https://cdn.seed.mindflow.com.cn/SEED_METADATA_SET/1366579899594465281/1366579900594089986/1614653020860_s9TGty3HhuB1EH64.bin',

'height':null,

'status':'进行中'

}

{

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'datasetName':'点云',

'rejectNumber':'0',

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'objects':[

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'color':'#804CF7',

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'resultIndexNo':58,

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'height':null,

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}


查看数据

3D点云连续帧
3D点云连续帧

对图中的文字信息进行文字识别”

请输入文本内容

JSON RESPONSE

查看数据

OCR转写
OCR转写

“对说话内容进行合成转写”

请输入文本内容

JSON RESPONSE

查看数据

语音合成
语音合成

任务名称:

3D点云语义分割数据标注


任务需求:

在3D点云数据中,标注出全部物体



请输入文本内容

JSON RESPONSE

{

"updatedTime":null,

"datasetName":"道路安全",

"rejectNumber":null,

"LabelDetail":{

"groupObject":[],

"objects":[

{

"convexHullPoints":[

14039,

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14041,

受限于篇幅,仅展示部分Json数据

49149,

49150,

49151

],

"zindex":48,

"color":"#FF4436",

"feature":{

"points":[],

"attrs":[]

},

"resultIndexNo":48,

"labelName":"车辆",

"type":"CONVEXHULL",

"labelCode":"车辆",

"featureId":"ConvexHull_1654746734584_3936"

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]

},

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"id":"497399293915185156",

"folderName":"",

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"storageURL":"https://mindflowai-open.oss-cn-hangzhou.aliyuncs.com/SEED_METADATA_SET/1305781368723689473/1600157519583_u2fgkgor0iin8rij.pcd",

"height":null,

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}

查看数据

点云语义分割
点云语义分割

“按照文本类型对文本进行分类”

请输入文本内容

JSON RESPONSE

查看数据

文本分类
文本分类

任务名称:

车辆物体检测数据标注


任务需求:

使用2D框标注工具,标注出图像中的车辆


请输入文本内容

JSON RESPONSE

{

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'datasetName':'1',

'rejectNumber':'0',

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},

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},

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},

{

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}

],

'attrs':[]

},

'rotationAngle':'0',

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},

{

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],

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},

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'labelCode':'汽车'

},

{

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'attrCodeList':[],

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],

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'featureId':'markBox_1607680284576_3',

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},

{

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'labelCode':'汽车'

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],

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{

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],

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},

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'type':'BOX',

'labelName':'货车',

'featureId':'markBox_1607680321993_7',

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},

'width':'720',

'viewURL':'',

'createdTime':'2020-12-11T17:51:45.980',

'id':'299997189283856390',

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'projectName':'1',

'storageURL':'https://cdn.seed.mindflow.com.cn/SEED_METADATA_SET/1337333976667877377/1607680241382_ejnmcxvyztfuc3as.jpg',

'labelCost':'0',

'height':'438',

'status':'已完成'

}


查看数据

2D框
2D框

任务名称:

车辆多边形数据标注


任务需求:

使用多边形标注工具,标注出图像中的车辆


请输入文本内容

JSON RESPONSE

{

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'datasetName':'1',

'rejectNumber':'0',

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'status':'已完成'

}


查看数据

多边形
多边形

任务名称:

自动驾驶全景语义分割数据标注


任务需求:

使用多边形标注工具,标注出图像中的所有对象

不能存在未标注或重合部分


请输入文本内容

JSON RESPONSE

{

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'datasetName':'自动驾驶',

'rejectNumber':'0',

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语义分割
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