• 深度学习赋能机器视觉 感图科技抢占缺陷检测市场

    创业圈 > | Time Weekly - 2020-01-17 15:40:22 来源:时代周报
  • [摘要] 手机牛牛软件感图科技CEO朱磊告诉记者,感图科技的技术优势在于能够基于小样本数据实现算法的快速训练,从而适应高端制造业缺陷检测的“刚需”。

    文/戚展宁

    手机牛牛软件ZAIZHINENGZHIZAOGAOSUFAZHANDEDANGXIA,JIQIHERENGONGZHINENGZHENGZAIZHIZAOYEDEGEGEHUANJIEXUNSUTIDAIRENLI,SHIFANGCHURENGONGZHINENGLINGYUDEJUDASHICHANG。

    QIZHONG,JIQISHIJUEKEYIFAHUICELIANG、JIANCE、SHIBIE、DINGWEIDENGGONGNENG,CONG20SHIJI80NIANDAIKAISHIJIUZAIZHIZAOYEDECHANXIANSHANGZHAODAOLEYONGWUZHIDI。ERSUIZHERENGONGZHINENGFAZHAN,JIQISHIJUEYEGENGXINHUANDAI,ZAISHIBIEJINGZHUNDUHEXIAOLVBUDUANTISHENGDETONGSHI,SHENDUXUEXIDEFUNENGYESHIJIQISHIJUEHUANRANYIXIN。

    QUEXIANJIANCESHIJIQISHIJUEYINGYONGZUIGUANGFANDELINGYUZHIYI,TONGGUOJIANCECHANPINBIAOMIANDEXINXI,TICHUDAPILIANGSHENGCHANZHONGWUKEBIMIANDECIPIN,CONGERTIGAOLIANGLV,KONGZHIFANXIUZAOCHENGDEDALIANGCHENGBEN。

    手机牛牛软件GANTUKEJISHIYIJIAGONGYELINGYUDERENGONGZHINENGGONGSI,YIRENGONGZHINENGJISHUWEICHUANTONGDEGAODUANZHIZAOXINGYEFUNENG,JIEHESHENDUXUEXIJISHUTIGONGRENGONGZHINENGRUANYINGJIANJIEJUEFANGANHEFUWU,XUANZEDELUODIFANGXIANGZHENGSHIFUZAWAIGUANBIAOMIANQUEXIANJIANCE。GANTUKEJICEOZHULEIGAOSUJIZHE,GANTUKEJIDEJISHUYOUSHIZAIYUNENGGOUJIYUXIAOYANGBENSHUJUSHIXIANSUANFADEKUAISUXUNLIAN,CONGERSHIYINGGAODUANZHIZAOYEQUEXIANJIANCEDE“GANGXU”。

    50-2.png

    小样本的门槛

    CHENGLIYU2018NIAN4YUEDEGANTUKEJI,KEYISHUOSHIRENGONGZHINENGXINGYEDEXINRUISHILI。MIANSHIYINIANDUO,GANTUKEJIJIUDEDAOTUOJINZIBENHEHANWUCHUANGTOUDENGZIFANGDEQINGLAI,ZAI2019NIAN8YUEHUODELESHUQIANWANYUANRENMINBIDEpre-ALUNRONGZI。

    手机牛牛软件SHIJISHANG,GANTUKEJIDEHEXINTUANDUIYIJINGSHIRENGONGZHINENGJISUANJISHIJUELINGYUDE“LAOJIANG”。GANTUKEJICEOZHULEICENGSHISUONI(SONY)HEXIANFENG(Pioneer)SHIJUEJIYINGXIANGLEICHANPINDABUMENDEFUZEREN,CTOZHANGCHIZESHISUONIZHINENGHUARUANJIANYANFADEFUZEREN,ZHANGQICONGSHIAIJISHUDEJICHUYANFAHEYINGYONG,LIANGRENHAICENGGONGTONGCHUANGJIANSUONIZHONGGUODEZHUANYELEISHIJUEBUMEN。

    手机牛牛软件GANTUKEJICEOZHULEIGAOSUJIZHE,RENGONGZHINENGJISHUZAIGONGYEZHIZAOLINGYUDEXUQIUFEICHANGWANGSHENG,CONGQUEXIANJIANCE,DAOSHENGCHANHUANJIEDEPINKONG,JIQIRENSHIJUEJISHUDEYINGYONGCHANGJINGFEICHANGDUO,ERGANTUKEJIDETUANDUIYEJUYOUDAKEHUDEJIYIN。“CONGXINGYEXUQIU、TUANDUIBEIJING、CHANPINJISHUTEDIANLAIKAN,WOMENDOUBIJIAOSHIHEZAIZHINENGZHIZAOLINGYULUODI。”

    ZAIMUQIANDEGONGYEJIANCELINGYU,RENGONGMUSHIJIANCEHECHUANTONGJIQISHIJUEYIRANSHIZHUYAODEJIANCESHOUDUAN。

    “RENGONGMUSHIJIANCESHOUGONGRENZHUANGTAIYINGXIANGHENDA,JIANCEDEZHILIANGBUWENDING,JIANCEDEZHILIANG、XIAOLVDOUJIAODI,CHENGBENYEPIANGAO。DANZAIHENDUOXINGYE,DUICHANPINZHILIANGDEYAOQIUSHIFEICHANGGAODE。JIARURENWEIYINSUZAOCHENGLOUJIAN,LIUDAOSHICHANGSHANG,HOUXUKENENGDEKEHUFAKUANHEQITASUNSHIDOUFEICHANGDA。”ZHULEICHENG,“ERQIESUIZHEZHINENGZHIZAODEFAZHAN,DIANZICHANPINHEDIANZIYUANJIANYUELAIYUEJINGMI、SHULIANGYUELAIYUEDUO,RENGONGJIANCEHENNANZUOHAO。”

    手机牛牛软件LINGYIFANGMIAN,SUIRANCHUANTONGDEJIQISHIJUEYIJINGYINGYONGDUONIAN,DANSHIYIZHINANYIPUJI,CHUANTONGAOIJIACESHEBEIZAICHANXIANDEPUJILVHAIBUDAO20%。ZHEIYESHOUZHIYUCHUANTONGJIQISHIJUEDEDUOGEBIDUAN,BIRUJIYUGUIZEDEMOSHIPIPEISUANFAHENNANJIEJUEFUZACHANGJING、FUZAQUEXIANJIANCEDEXUQIU,FANHUANENGLICHA,LOUJIAN、WUJIANLVGAO。

    ZUIDADEYINGSHANGZAIYU,CHUANTONGJIQISHIJUEJIANCEXUYAORENGONGDINGZHIHUAMOXING,ERQIEBIXUJILEIDALIANGQUEXIANTUPIANKU,ZHEICONGGENBENSHANGDAOZHICHUANTONGJIQISHIJUENANYISHIYINGZHINENGZHIZAOXINGYEDEXUQIU。YURENLIANSHIBIEDENGLINGYUXIANGBI,ZAIGONGYEZHIZAOLIQUEXIANYANGBENDESHULIANGFEICHANGSHAO。

    “JIARUYIGEGONGCHANGNENGTIGONGDALIANGDEQUEXIANYANGBEN,SHUOMINGTADECHANPINZHILIANGTAICHA,NEIZHEIGEGONGCHANGSHIFEICHANGWEIXIANDE,SUOYIZAIGONGYELINGYUGENBENWUFATIGONGZHEIMEDUOQUEXIANYANGBEN。”ZHULEIRENWEI,“ZHEIYESHIRENGONGZHINENGSHIJUEJIANCEJINRUGONGYELINGYUDEMENJIAN,RUGUOWUFAJIYUXIAOYANGBENJINXINGXUNLIAN,TONGSHIDADAOYIDINGDEJINGZHUNDU,JIUWUFAJIEJUEGONGYELINGYUDEXUQIU。”

    手机牛牛软件YINCI,GANTUKEJIXUANZEZAI“XIAOYANGBEN”SHANGJINXINGTUPO。GANTUKEJIDE“MINGJIANZHEAIJIANCEJIQIREN”NENGGOUJIYUXIAOYANGBENSHUJUSHIXIANSUANFADEKUAISUXUNLIAN,ZHIXUYAOBUDAO100ZHANGTUPIAN,JIUNENGZAI1XIAOSHINEIKUAISUXUNLIANHEXUEXI,ZHENDUIFEIBIAOZHUNQUEXIANBAOCHIGAOZHUNQUEDUSHIBIE,HOUXUZAIFUZACHANGJING、FUZAFEIBIAOZHUNQUEXIANDEJIANCEZHONGWANCHENGZUOYE。

    TONGSHI,SHENDUYOUHUADEAISHIJUEZHONGSHUKEYIDADAO99.99%DESHIBIEZHUNQUELV,YURENGONGMUSHIJIANCEXIANGBI,XIAOLVKEYITIGAO5BEIYISHANG,ERQIEZHUANGTAIWENDING。“MUQIANLUODIDEROUXINGDIANLUBANJIANCECHANGJING,YUANLAIRENGONGJIEZHUFANGDAJINGJIANCEYIGELINGJIANXUYAO10DAO12MIAO,YINGYONGGANTUDEAIJIANCESHEBIEZHIHOUPINGJUNSUDUZAI2MIAOZUOYOU。”ZHULEICHENG。

    50-3.png

    以点带面抢占市场

    ZAIZHINENGZHIZAOLINGYU,JIQITIDAIRENGONGYIJINGSHIBUKENIZHUANDEDAQUSHI。ZHULEIRENWEI,RENGONGZHINENGSHIJUEJIANCEDECHANPINDOUSHIFUZHUJIAOSE,KEYITIDAI85%YISHANGDERENLI,DANBUKENENGDADAO100%。“YUANBENYITIAOSHENGCHANXIANSHANGYOU8GEGONGREN,JIQITIDAIZHIHOUJIUZHIXUYAO1GERENLAIZUOZHONGFUDEGONGZUO。JINGGUOJIQIJIANCE,RENGONGZHIXUYAOZUOCHOUJIANHEQUERENFUJIAN。”

    手机牛牛软件YOUYUMUQIANCHANXIANSHANGYIRANYIRENGONGJIANCEWEIZHU,SUOYIRENGONGZHINENGSHIJUEJIANCEDESHICHANGRONGLIANGNANYITONGJI。DANYITIAOCHANYELIANSHANG,YUANJIAN、LINGBUJIAN、MOZU、CHANPIN,MEIGEHUANJIEDOUXUYAOJIANCE,YAOZAIDABUFENCHANGJINGSHIXIANJIQITIDAI,QIANLIBUYANERYU。

    GGIISHUJUXIANSHI,2018NIANZHONGGUOJIQISHIJUEDESHICHANGGUIMOWEI53.79YIYUAN,TONGBI2017NIANZENGZHANG27.95%,YUJIWEILAI5NIAN,ZHONGGUOJIQISHIJUESHICHANGJIANGBAOCHI20%YISHANGDEZENGSU,ZAI2023NIANDADAO160YIYUANYISHANG,NIANFUHEZENGZHANGLVWEI23.87%。

    RANERCONGZIZHUCHUANGXINDEJIAODULAIKAN,GUONEIYUGUOWAIHAICUNZAIJIAODACHAJU,GUONEIDERENGONGZHINENGSHIJUEJIANCECHANGSHANG,DABUFENSHIJICHENGGUOWAICHANGSHANGDECHANPINZUOERCIKAIFA。

    手机牛牛软件GANTUKEJIZHUZHONGDICENGJISHUDEYANFA,ZHANGWOZHEJUYOUZIZHUZHISHICHANQUANDEDICENGAISUANFA,XINGCHENGQUANSHENGMINGZHOUQIDEAIJISHUHEYINGYONGNENGLIBIHUAN。MUQIAN,GANTUKEJIYIJINGYUYINGTEER、YINGWEIDA、ARMDENGKEJIJUTOUKAIZHANSHENDUJISHUHEZUO,HAIYUZHONGGUOKUANGYEDAXUELIANHECHENGLILERENGONGZHINENGSHIYANSHI,JINXINGRENCAICHUBEI,JIANLICHANXUEYANSHENGTAI。

    手机牛牛软件ZAICHANPINLUODIDECENGMIAN,GANTUKEJIYOU“MINGJIANZHEAIJIANCEJIQIREN”HE“MINGJIANZHESHIJUEZHONGSHU”LIANGZHONGXINGTAI。“MINGJIANZHEAIJIANCEJIQIREN”DAZAILEXIANWEIGONGYESHEXIANGTOU、CHULIQIYIJIXIANGYINGDEJIXIEJIEGOU,“MINGJIANZHESHIJUEZHONGSHU”ZEZHUYAOBAOHANGONGYESHIJUEJIANCEDEBUFEN。

    手机牛牛软件ZHULEIJIESHAOCHENG,GANTUKEJIDESHANGYEMOSHIFENWEILIANGTIAOLUJING,QIYISHIDUIZHIKEXIAOSHOUAIJIANCEJIQIREN,QIERSHIWEIYINGJIANSHEBEISHANGTIGONGSHIJUEZHONGSHU。“WOMENTONGGUOXINGYEDETOUBUKEHUJIANLIQIZAIYENEIDEKOUBEIHEPINPAI,ZAITONGGUOJICHENGSHANGHEHEZUOHUOBANKUODASHICHANGZHANYOULV,LIANGZHONGFANGSHIXIANGJIEHE。”

    GANTUKEJIDEAIJIANCEJIQIRENHESHIJUEZHONGSHUYIJINGZAISMTBANDAOTI、SHOUJILINGPEIJIANGONGYINGLINGYUTOUBUCHANGSHANGDECHANXIANSHANGTOURUSHIYONG,BAOKUOPINGGUOSHOUJILINGPEIJIANGONGYINGSHANG、QUANQIUZUIDADEQICHEGUANJIANANQUANLEIZHUJIANZHIZAOSHANGDENG。

    手机牛牛软件SMTBANDAOTIHEJINGMIJIXIEZHIZAOLINGYUSHIGANTUKEJIWEILAISHENGENGDEFANGXIANG,ZHULEIXIWANGNENGDATONGCHANYELIANDESHANGXIAYOUHUANJIE,CHENGWEIXINGYEBIAOGAN。“WOMENXIWANGBASHICHANGKONGJIANBIJIAODADEXIFENXINGYEZUOHAO,BAQIERUDEXINGYEZUOJINGZUOSHEN,BINGBUJIYUTANDUO,ZUOJINGZUOSHENYIHOUZAIYANSHENDAOQITAXINGYE。”

    JUXI,GANTUKEJIZHENGZAIJINXINGALUNRONGZI,JIELIZIBENWANSHANCHANPINBUJU、KUODASHICHANG。

手机牛牛软件 CONGMUQIANGEDIGONGBUDEJINGJISHUJUKAN,2019NIANXINZENGDE“WANYIYUANJULEBU”CHENGYUANHUOXUZHIYOUFOSHANYIGE。FOSHANZHIHOU,QUANZHOU、NANTONG、FUZHOUJULI“WANYIYUANJULEBU”JINYIBUZHIYAO。

SHIDAIZHOUBAOJIZHEGENJUGONGKAIXINXITONGJI,BENZHOUGONGYOUFUJIAN、GUANGDONG、JIANGSU、JIANGXI、ZHEJIANGDENG11SHENGQUSHIGONGKAIZHAOBIAOFAXINGDIFANGZHAI,LEIJIGUIMOGAODA4454YIYUAN。

ZAIJIANGZHUNLUODIZHIHOU,YOUYUXINDAIDEGONGJILIANGCHUXIANHUINUAN,QIYEQIANQIJIYAXIALAIDEXINDAIXUQIUDEDAOMANZU,SHERONGZENGSUZAI2019NIANSHANGBANNIANCHUXIANFANDAN,BINGZAI6YUECHUANGXIA11%ZENGSUDENIANNEIGAOWEI。

手机牛牛软件 GENJUZHONGZHIYANJIUYUANTUDICHURANGSHUJUXIANSHI,2019NIANZHANGSANJIAOHEDAWANQUBIAOXIANTUCHU,DANJINGJINJI、ZHANGJIANGZHONGYOUDIQUHECHENGYUDIQUGEYOUGEDEYOULV。


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