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云测数据:2021年人工智能数据采集标注行业四大趋势预测

2021年01月09日

导读:影响人工智能发展的三大要素分别是数据、算法、算力,限于篇幅,本篇内容云测数据将重点分析未来几年内人工智能所需要的数据趋势及探讨数据服务商发展方向。

 

核心观点:

 

YUNCESHUJUZUOWEIAISHUJUCAIJIBIAOZHUTOUBUQIYE,LIZURENGONGZHINENGSHUJUCAIJIBIAOZHUFUWU,ZHANGQIGUANZHURENGONGZHINENGXINGYEDEFAZHANDONGTAI。JIEHEDUONIANRENGONGZHINENGSHUJUCAIJIBIAOZHUSHIJIAN,ZAIJIJICANYUXIEHUIJIGOUYUGAOXIAOZHIJIANQIANYANTANTAODETONGSHI,GUANZHUZHONGDUOHEZUOHUOBANDESHUJUXUQIUBIANHUA,FENXIRENWEIRENGONGZHINENGZAIJINGLILESUANFAYANJIU、JISHUKUOZHANGHESHANGYELUODIDEFAZHAN,DUIRENGONGZHINENGSHUJUTICHULEGENGGAOYAOQIU。WEILAI3-5NIAN,GENGJIAJINGXIHUA、CHANGJINGHUA、ZHUANYEHUADESHUJUCAIJIBIAOZHUCAINENGMANZURIYIZENGZHANGDERENGONGZHINENGXIFENCHANGJING、ZHUANYECHUIZHIDEFUNENGXUQIU。

 

趋势内容:

 

RENGONGZHINENGYINGYONGSANDAFAZHANJIEDUAN,DUIYINGSHUJUXUQIUGEYOUCHAYI。YANFA、XUNLIANHELUODISHIQIYEYINGYONGRENGONGZHINENGSUANFABIXUYAOJINGLIDESANGEJIEDUAN,YOUYUBUTONGFAZHANJIEDUANSUANFASUOCHUDEZHUANGTAIBUTONG,SUOYIBUTONGFAZHANJIEDUANDUIAISHUJUDEYAOQIUYEYOUZHECHAYIHUABIAOXIAN,DANMEIGEJIEDUANDOUXUYAODALIANGDESHUJUZHICHENG。

YUNCESHUJURENWEI,WEILAI,GAOJINGDUSHUJUJIANGCHENGRENGONGZHINENGXUNLIANJIEDUANZHUIZHUREDIAN,JUBEIZHUYAOXUQIUFANGWENDINGDETEDIAN,CUNLIANGSHICHANGJIANGWENBUZENGZHANG;ERSUIZHERENGONGZHINENGDUIZHANGWEICHANGJINGDESHUJUXUQIUJINYIBUKUODA,3-5NIANNEI,CHANGJINGHUASHUJUJIANGYONGYOUGENGGUANGKUODEZENGLIANGKONGJIAN,CHENGWEIXINGYEJIASUFAZHANDEXINYINQING;TONGSHI,DICENGJISHU+FUWUNENGLI”JIANGYUFAZHONGYAOZHIZHICHENGWEIHEXINJINGZHENGDIAN,RENGONGZHINENGGENGXUYAONENGTIGONGYITIHUASHUJUJIEJUEFANGANDEFUWUSHANG。

 

一、“数据的精准度”将成为行业追逐热点和重要突破项

 

ZAISUANFAXUNLIANJIEDUAN,XUYAOTONGGUOGENGGAOZHILIANGDESHUJUDUIYIYOUSUANFADEZHUNQUELV、LUBANGXINGDENGNENGLIJINXINGYOUHUA。

CONGCHANPINZHONGDUANTIYANLAIKAN,ZAIRENGONGZHINENGGAINIANREDUHEJUDADESHICHANGQIANJINGBEIHOU,GUONEIXIAOFEIZHEDUIAIYINGYONGDEQIDAIZHIDAFUTISHENG,DANAIYINGYONGQUECHUXIANTONGZHIHUAYANZHONGDENGWENTI。

DANGQIAN,RENGONGZHINENGSUANFAMOXINGJINGGUODUONIANDEDAMO,JIBENDADAOJIEDUANXINGCHENGSHU,YIGECHENGGONGDEAIYINGYONGYUQITAYINGYONGDECHAYIHUADUIBI,GENGDUODELAIZIYUJINGZHUNDALIANGDEXUNLIANSHUJU。

SUIZHERENMENDUIRENGONGZHINENGSUANFASHIBIEZHUNQUEDEYAOQIUGENGSHANGYIGETAIJIE,JUYOUGENGGAOJINGZHUNDUDESHUJUYEJIANGCHENGWEIXUNLIANJIEDUANDEZHULIUXUQIU。

YUNCESHUJUZAISHUJUCAIJIBIAOZHULINGYUDEZHONGYAOYOUSHIZHIYI,JIUSHINENGTIGONGZUGOUJINGZHUNDEXUNLIANSHUJU,YINCIQIZUIGAO99.99%DEJINGZHUNDUKEJIAOHAODEYINGDUIRENGONGZHINENGSHUJUJINGZHUNDUTISHENGDEQINGKUANG,XINGCHENGQIYEHUCHENGHE。

DUIYURENGONGZHINENGSHUJUCAIJIBIAOZHUFUWUSHANGLAIJIANG,JIANGTIGAOSHUJUBIAOZHUJINGZHUNDUZUOWEIYEWUZHUIQIU,CAINENGYONGCUNLIANGSHICHANGHEZENGLIANGSHICHANG“LIANGTIAOTUI”WENJIANQIANXING,ERNEIXIEDIZHILIANGDEAISHUJUFUWUSHANGZAIWEILAIJIANGMIANLINTAOTAIHUOZHUANXINGQITAYEWU。

 

二、人工智能向垂直领域落地,场景化数据需求迎来增长

 

ZAISUANFALUODIJIEDUAN,JINGGUOYANFAYUXUNLIANZHIHOU,RENGONGZHINENGYINGYONGCONGLILUNZOUXIANGSHICHANG,DUIXIFENCHANGJINGHUADESHUJUZHUNQUEDUTICHUGENGGAOYAOQIU。

CONGXIFENJIEGOULAIKAN,SUIZHERENGONGZHINENGJISHUDEBUDUANCHENGSHU,GENGDUODECHANGJINGHEXINGYEKAISHIQIANRUSHIYONGRENGONGZHINENGJISHU,AIXINGYEYINGYONGCHANGJINGZHUJIANQUYUZHANGWEIHESUIPIANHUA,CHANSHENGLEDALIANGXINXINGCHUIZHILINGYUDESHUJUXUQIU,RUYIQINGQIJIANDEKOUZHAOSHIBIEYINGYONGDENG;TONGSHI,CONGAIYINGYONGDIEDAI、YONGHUTIYANWANSHANDEJIAODULAIKAN,AIYINGYONGXUYAOGENGJIATIEHEJUTISHIYONGCHANGJINGDESHUJUJINXINGDIEDAIGENGXIN。

ZHEIXIESHUJUCAIJIXUQIUXIANGDUIFUZA、JUJIAO,NANDUJIAODA,DUIAISHUJUFUWUSHANGDECHANGJINGHUACAIJINENGLITICHULEHENGAODEYAOQIU。SUIZHERENGONGZHINENGDUIZHANGWEICHANGJINGDESHUJUXUQIUJINYIBUKUODA,WEILAI,CHANGJINGSHUJUJIANGYONGYOUGENGGUANGKUODEZENGLIANGKONGJIAN,JUYOUXIANGGUANCAIJIGONGJU、ZIYUAN、NENGLIDESHUJUCAIJIBIAOZHUFUWUSHANGJIANGYONGYOUJIDADEJINGZHENGYOUSHI。

YIYUNCESHUJUWEILI,WEIJINYIBUMANZUCHANGJINGHUASHUJUDEXUQIU,SHOUCHUANGLE“SHUJUCHANGJINGSHIYANSHI”JINXINGXIANGYINGDECHANGJINGHUASHUJUSHENGCHAN。

“DICENGJISHU+FUWUNENGLI” GENGSHOUSHUJUXUQIUFANGZHONGSHI,SHUJUFUWUSHANGYINGTIQIANBUJU。MUQIAN,ZONGGUANGUONEIWAIRENGONGZHINENGSHUJUFUWUCHANGSHANG,GEJIAQIYEZAIMOSHI、JISHU、FUWUDENGFANGMIANGEYOUCHAYI,DANZONGHERENGONGZHINENGFAZHANXUQIUHEFUWUCHANGSHANGDEQINGKUANGLAIKAN,“JISHU+FUWU”JIANGCHENGWEIWEILAI3-5NIANNEIDEZHONGYAOJINGZHENGHEXIN。

 

三、 数据采集标注服务商的“技术能力”将变得更加重要,数据的隐私安全依旧需要完善

 

JISHUCENGMIANLAIJIANG,SUIZHEAIXUNLIANSHUJUXUQIUDUOYANGHUA,YIJIFUZACHENGDUDETISHENG,KEHULEIXINGFENGFU、SHUJUXUQIUDUOYANG、BINGFAYABO_WANGYEDENGLUZHONGDUODENGYINSUDUICHANGSHANGDENENGLIHEXIAOLVTICHUGENGGAOYAOQIU。

RUYUNCESHUJUJIUYONGYOUYITAOZIZHUYANFAGUANTONGCHUANGJIANRENWU、FENPEIRENWU、SHUJUCHULI、ZHIJIAN/CHOUJIAN、HESHUJUANQUANGUANLIDENGGEHUANJIEYUYITI,BINGQIENENGDUITUXIANG、WENBEN、YUYIN、SHIPINYIJIDIANYUNSHUJUZUODAOYIZHANSHIJIAGONGCHULIDEGUANLIHEZHIXINGYITIHUAPINGTAI。ZHEISHIAISHUJUFUWUSHANGJISHUSHILIDEJIZHONGTIXIAN,YESHIKUAISUQUELIXINGYEDIWEIDEGUANJIANYIBU。

QIZHONG,YOUYUBUFENXINGYELINGYUJUYOUJIAOGAODESHUJUMINGANXING,NEIXIEZIZHUYANFANENGLIQIANG、JISHUSHUIPINGGAO、KEXIANGXUQIUFANGTIGONGSIYOUHUABUSHUFUWU,HUOJIANGZISHENPINGTAIYUXUQIUFANGXITONGJIANRONG,LAIBAOZHENGSHUJUDEYINSIANQUANDENGNENGLI,JIANGCHENGWEIRENGONGZHINENGSHUJUFUWUSHANGXINGCHENGCHAYIHUAJINGZHENGDEGUANJIAN。

 

四、未来3年,人工智能更需要能提供一体化数据解决方案的服务商

 

“FUWUNENGLI”SHUYUSHUJUFUWUSHANGDEYIXIANGRUANSHILI,JUTIBIAOXIANWEINENGGOUJIJIPEIHE、KUAISUXIANGYINGXUQIUFANGDESHUJUYAOQIU。

TONGGUODUISHUJUXUQIUFANGDEDIAOCHAYANJIU,CHULEDUIJINGXIHUA、ZHILIANG、ANQUANXING、XIAOLVDENGYEWUCENGMIANDEHEXINGUANZHUDIANZHIWAI,JUBEIGENGSHENKEDEXINGYELINGYUZHISHI、GENGDONGCHANGJING、GENGDONGJISHU、GENGJUXINGYEQIANZHANXING,SHENZHIJICHUXUQIUFANGTICHUCAIBIAOYOUHUAJIANYIDENGDENGDEFUWUNENGLI,JIANGCHENGWEIWEILAISHUJUXUQIUFANGXUANZEHEZUOQIYEDEZHONGYAOCANKAOZHIBIAO。

YOUQIZAIRENGONGZHINENGYINGYONGCHANGJINGLUODIJIEDUAN,CHANGGUIDESHUJUCAIJIHUOZHESHUJUBIAOZHUYIJINGBUJUBEIJINGZHENGYOUSHI。KEYITIGONGJIDIAOYAN、ZIXUN、SHEJI、CAIJI、BIAOZHUYUYITIDERENGONGZHINENGXUNLIANSHUJUJIEJUEFANGANDEFUWUSHANG,ZAIKUODARENGONGZHINENGSHUJUFUWUDEYEWUBIANJIEDETONGSHI,HAIJIANGZAIKAITUOYEWUSHICHANG、XINGYEDIWEIDEQUELISHANGJUBEIGENGDUODEZHUDONGXING。

RENGONGZHINENGCHANYEFAZHANQIANGJING,CUISHENGSHUJUCAIJIBIAOZHUWANGSHENGXUQIU

RENGONGZHINENGDUISHUJUTICHUGENGGAOXUQIU,ZHANXIANLEZAIRENGONGZHINENGCHANYEHUALUODIJINCHENGZHONG,SHUJUFAHUIDEZHONGYAOZUOYONG。YUNCESHUJURENWEI,CHANGJINGHUA、GAOJINGDUDESHUJUHEZHUANYEHUA、JISHUHUADEFUWU,JIANGCHENGWEIWEILAI3-5NIANRENGONGZHINENGQUANSUFAZHANDEZHONGYAOTUPOKOU,QUDONGRENGONGZHINENGSHENHUAFAZHAN。

人工智能的发展加速各领域智能化的到来,而中国庞大的数据量又为人工智能技术在各个场景落地生长提供了肥沃土壤,叠加向好的政策、大力的技术研发投入和积极拥抱新技术的消费者,人工智能产业未来发展强劲,数据采集标注服务将成为主要拉力,并持续处于上升期,行业前景良好。
 

云测,助力产业智能化

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