5月21日—23日，2019腾讯全球数字生态大会在昆明召开。在AI智能制造分论坛上，腾讯优图实验室总监戴宇荣发表了《深度学习技术与应用分享》的主题演讲，以AI在工业中的实际应用为例
gezhonghulianwangxiangmu，xinshoukecaozuo，jihudoushi0menjian
5yue21ri—23ri，2019tengxunquanqiushuzishengtaidahuizaikunmingzhaokai。zaiaizhinengzhizaofenluntanshang，tengxunyoutushiyanshizongjiandaiyurongfabiaole《shenduxuexijishuyuyingyongfenxiang》dezhutiyanjiang，yiaizaigongyezhongdeshijiyingyongweili，congchuantonggongyeliuchengcunzaidetongdian、youtudelingxiansuanfa、shenduxuexiruhejiejuegongyelingyutongdiandengfangmian，fenxiangletengxunyoutudeshenduxuexijishujiluodiyingyong。
“zaigongyelingyu，shenduxuexijiejuefanganbichuantongjiqishijuegengjuyoushi。”judaiyurongboshijieshao，yishenduxuexijishuweijichu，tengxunyoutudailailingxiandeai+gongyejiejuefangan，weixingyejiangben、zengxiao、tizhi，yijingzaipcbbanquexianjiance、lidianchiquexianjiance、mianbanquexianjiancedengduogefangmiandedaoluodiyingyong，zhulichuantonggongyechanyezhihuihuashengji。
(tengxunyoutushiyanshizongjian daiyurongboshi)
质检问题长期存在，成困扰传统工业生产的难点
zaichuantonggongyeliuchengzhong，renlichengbengao、weixianxingda、wuyiyidelaodongguoduodengnandianzhangqicunzai，chuantongzhizaoqiyedezhuanxingshengjishizaibixing。
congchuantonggongyedexihualiuchenglaikan，yidianzixingyeweili，zhijianshineikongdegangxu，ranerchuantongdezhijianmoshicunzaixuduojuxianxing。yifangmian，rengongzhijianzhunquexingdi，erqiejiancesuduman、wendingxingcha，rongyiyingxiangzhenggeshengchanguochengdexiaolv;lingyifangmian，rengongjianceyouyanshi，dangdaliangzuoye，chanpinxuyaozhuanyun，zhongzhuandecangchushijian，nanyidiyishijianfaxianchanpinzhiliangwenti;yucitongshi，zhiliangjiancederenlichengbengao，zhaogongnan，renyuanlizhilvgao。zhongzhongwentiduichuantongzhijianliuchengtichuletiaozhan，chengweizuaigongyelingyushixianzhinenghuashengchandeyidanandian。
ruheheliyingyongaidenengli，tishengzhizaoyedeshengchanxiaolv，tongguochuangxinchanshenggengdadejiazhi，chengweizhenggexingyesikaodeyiti。
AI质检驱动，腾讯优图解决传统质检模式痛点
dianzixingyedetongdian，biaomiankanshirendewenti，shijishangshixitongshengchanlidixiadetixian。
zhenduidianzixingyezhijiandeshengchanliyangshengxuqiu，tengxunyoutuyishenduxuexijishuweijichu，lianhetengxunyun，weikehutigongzhenduixingdednnjishujiejuefangan，keyizhenzhengbangzhudianziqiyeshixianzhijiande“duokuaihaosheng”。
(tengxunduchuangdednnjishufangan)
“yifangmian，womenchuangjianleliuchengzidonghuadedaguimozidongchanshengmoxing。hangaileyuchuli、fengedingwei+mobanpipei、fenleijianbie+xiangjiaoduanxiansandabuzhou。” daiyurongjieshao，gaimoxingnengyouxiaojiejuequexiantaixiao、chicun、secha、xuanzhuanchayiyinqidexingnengxiajiangdengwenti。lingyifangmian，yiaijishuweijichu，tengxunyoutushiyanshishixianlesuanfapingtaihua，jiasuchanpingongjukaifa，rangkehudegongchengshikeyicong0dao1，chuangjianchuyigequanxindemoxing，wanchengjishuneihua。
ciwai，tengxunyoututongguoyinruaizhijian，jiangchanpinquexianyiyifenlei，genjuquexianzidongchazhaodaozhiyunxingbuliangdeyuanyin，congershishijiankongbingjiangdichanpinzhiliangbuliangxiuzhengdejiangeshijian，qudongledianziqiyedelianglvguanlixinmoshi。
daiyurongzhichu，“xiangbichuantongsuanfaeryan，shenduxuexijiejuefangangengjuyoushi。”keyitongguoshenduxuexishibiehefenxifuzawuguilvquexian;dashujuliangxuexikeyidadaogaozhunquelv、diwupanlvdexiaoguo。
yishenduxuexijishuweijichu，tengxunyoutulianhetengxunyun，weidianziqiyedailailejiangdichengben、jingxijiancha、shishijiankong、tishenglianglvdengjiazhi。kejiejuekehuzhaogongnan，shulianbuyipeiyangdengwenti，bangzhuqiyejiangbenzengxiao;jiangai+gongyeyingyongyuzhinengzhizao，fuzhuqiyetishengchanpinzhilianghezhizaogongyigaishan，zhutuichanyezhinenghuashengji。
面向未来，AI+工业解决方案助推产业智能化升级
muqian，tengxunyoutudeaishijuejiancepingtaijiagou，yijingzaigongyezhijianlingyudedaoyingyong，zaipcbbanquexianjiance、lidianchiquexianjiance、mianbanquexianjiancedengduogeluodiyingyongxiangmu。
daiyurongjieshao，“zaiyejingmianbanquexianjiancezhong，womenchuangjianlekefuzhixinggongyeaishijuejiancexitong。”caiyongduomoxingxietongyunzuofangan，shibiezhunquelvda90%。fuzhu 100duodaogongxuzhijian，bangzhujiesheng50%yishangrenlichengben，xianzhutishengzhijianxiaoguo
erzaishoujibeibanquexianjiancezhong，tengxunyoutuzechuangjianlefuheshenduxuexiquexianjiancemoxing，jiejuebeijingjiandanzhongfu、quexianpianxiao、quexianyubeijingchayihenxiaoqingkuangxiadequexiandejianchu。tongshimanzuduoquexiantongshicunzaidejiancexuqiu。
zaigaoduanfuhecailiaowusunjiancezhong，tengxunyoutusuoduanlejianceshijian，tishenglepingpiankekaoxing(gaoyuzhuanjiapanpian)、jianshaolezhijianrenshu、zengqianglejianceshujukezhuisuxing。
(tengxunyoutushijueaijishuyiluodigaoduanfuhecailiaowusunjiance)
juxi，zai“ai+gongyeshengchanjiance”fangmian，tengxunyoutulianhetengxunyundazaodegongyeaijiejuefangan，yijingzaiguoneimouzhimingmianbanqiyejinxingluodiyingyong，zaimianbanzhinengzhijianshangchuangjiankefuzhixinggongyezidonghuapaichaxitong。
zaiyanjiangdezuihou，daiyurongbiaoshi，tengxunyoutudeshenduxuexijishujiangweigongyexingyechixuchuangzaojiazhi。weilai，tengxunyoutuyejiangbuduandiedaishengji，zhuzhongluodiyingyong，weigengduoxingyekehutigongyejielingxiandejiejuefangan，zhutuichanyezhinenghuashengji。
