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提供从战略到技术落地的一站式通用AI解决方案,全面覆盖数据层至算法层,赋能企业数字化与智能化

数据生命周期治理
数据生命周期治理
新一代DaaS数据标注平台，提供数据标注、数据处理、AI预训练大模型自动标注、项目管理等服务能力，AI+RPA驱动数据不设上限量产
多源异构数据管理
多源异构数据管理
跨团队管理AI/ML数据应用生命周期，提供数据托管、可视化、版本管理、数据API等服务，帮助企业便捷管理、策划与理解所属数据
自动化AI训练平台
自动化AI训练平台
模型即服务（MaaS），大幅降低AI生产门槛与落地周期，无AI团队的企业也可借助曼孚科技提供的AI基础设施打造专属AI产品

为算法模型应用落地保驾护航

以数据智能为核心,以实现用户价值为驱动,加速算法模型应用的迭代与更新

数据标注平台
DaaS数据标注平台
AI+RPA驱动数据不设上限量产
ai数据标注
谷仓AI数据管理
数据云端化、资产化、服务化
ai数据标注
AutoLabeling
预训练大模型加持下的AI自动化
数据标注服务价值
数据价值流通
数据生产要素管理与流通
数据标注模型服务
MaaS模型即服务
数据驱动的AI基础设施
数据标注服务平台
AutoML
无限数据，无限算法
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
关键点
关键点
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':[

{

'x':'378.23784946826083',

'y':'204.30313909378938'

},

{

'x':'470.6868',

'y':'204.30313909378938'

},

{

'x':'470.6868',

'y':'316.8718'

},

{

'x':'378.23784946826083',

'y':'316.8718'

}

],

'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',

'y':'405.7333'

}

],

'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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},

{

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},

{

'x':'374.3395829219628',

'y':'230.01140747409303'

},

{

'x':'369.757562834993',

'y':'229.20285360296737'

},

{

'x':'368.140379274886',

'y':'224.62104833325526'

},

{

'x':'365.4450733413744',

'y':'223.00394059100392'

},

{

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},

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},

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},

{

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},

{

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},

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},

{

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},

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},

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},

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},

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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

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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：

人脸关键点数据标注


任务需求：

使用关键点标注工具，标注出人脸21个关键点位置


请输入文本内容

JSON RESPONSE

{

'updatedTime':'2020-12-12T14:19:35.028',

'datasetName':'1',

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'labelCost':'0',

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'status':'已完成'

}


查看数据

关键点
关键点

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

{

'updatedTime':null,

'datasetName':'点云',

'rejectNumber':'0',

'taskJobContinuousNO':'0',

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},

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'type':'POINTCLOUD',

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'height':null,

'status':'进行中'

}


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,

14040,

14041,

受限于篇幅，仅展示部分Json数据

49149,

49150,

49151

],

"zindex":48,

"color":"#FF4436",

"feature":{

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},

"resultIndexNo":48,

"labelName":"车辆",

"type":"CONVEXHULL",

"labelCode":"车辆",

"featureId":"ConvexHull_1654746734584_3936"

}

]

},

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"id":"497399293915185156",

"folderName":"",

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"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

“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',

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},

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},

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},

{

'x':'323.4859003420176',

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}

],

'attrs':[]

},

'rotationAngle':'0',

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'labelName':'汽车',

'featureId':'markBox_1607680271589_1',

'labelCode':'汽车'

},

{

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],

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'labelCode':'汽车'

},

{

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'attrCodeList':[],

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'xbr':'310.55',

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},

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},

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],

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},

'rotationAngle':'0',

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'featureId':'markBox_1607680284576_3',

'labelCode':'汽车'

},

{

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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',

'labelCode':'货车'

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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

{

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

'datasetName':'1',

'rejectNumber':'0',

'LabelDetail':{

'objects':[

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'feature':{

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]

},

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'labelCost':'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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查看数据

语义分割
语义分割
语音转录
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

数据安全

借助安全态势感知平台与数据安全中台,持续引航云安全创新,实现数据安全可观、可控、可感知

01技术架构层

01技术架构层
平台安全
平台安全

▪  基于云平台和容器部署，提高防御性 

▪  支持数据标注平台私有化部署，物理隔离 


存储安全
存储安全

▪  敏感数据加密存储，防止数据泄漏

▪  冷热数据冗余备份、异地容灾，提升健壮性 

▪  多企业数据分离，降低耦合性 


链路/应用安全
链路/应用安全

▪  基于HTTPS进行二次加密，拒绝数据嗅探

▪  用户风控系统，拒绝账户共享、异地登陆等

   行为安全监控


安全监控
安全监控

 ▪  全链路监控，异常实时预警

 ▪  监测国内外漏洞平台，快速响应0day漏洞


02业务层

02业务层
精细化权限控制
精细化权限控制

▪  企业、项目权限分离，拒绝权限混杂

▪  自定义权限方案，灵活可控


数据
数据

▪  支持源数据隔离，防止数据泄漏

▪  支持交付即焚，不留风险


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上汽
曼孚科技数据标注准确率超出了我们的预期，不仅节省了宝贵的质检时间，同时也直接提高了算法模型的精准度。
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迅速响应，迅速执行，专业与高效的代表。


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携手“预见未来”

我们相信,机器智能将在未来几十年内成为社会经济中最为关键的影响因子。创新性的自组织科技将会在多个维度共编织和构成一个具有高度复杂度和深度的“智慧互联体”。曼孚科技期待与你一同见证人工智能更加美好的未来。

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