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这一天还在到来:人工智能的黄河将取代人工教师的黄河。

本文作者:FUTUREAI 2018-11-14 13:09
导语:这一天还在到来:人工智能的黄河将取代人工教师的黄河。 H3 style= position: relative; font size: 18px; line height: 26px; filling left: 11px; font family: Helvigi-NeUe;bungalow SC;HIRAGINO SANS GB;Microsoft Yahei; quo

这一天还在到来:人工智能的黄河将取代人工教师的黄河。

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Hight space:Normal;"> this day came: jian huang "人工智能" or will replace artificial guide teacher huang < / h3 > < p class = "clearfix text - correct - nocheck =" style = "text - correct - nocheck margin: 19 px 20 px;Type: "Helvetica Neue", "pia SC""Hiragino without GB", "Microsoft YaHei", "\ \ 5 soft black" SimSun, Arial, sans serif;Font size: 16 px; whitespace: Normal; "> < br/ > < / p > < p class=" p_time text-Correction-nocheck= "text- Correction-nocheck" style = "margin: 19 px 20 px; fonts-Series:" helvetica neue "," ping Room sc "," Hiragino sans gb ". , "MicrosoftYahei", "fae soft black", SimSun,Arial,sans-serif;Font size: 16 px; blank: normal; < / span > < br/ > < span class= "ss 02" > Source: < / span Class = "SS 03" > < / p > < / p > < class= "shared ipad_ Day" text-Corrigendum-nocheck= "text Correct-nocheck "style =" margin: 19 px 20 px; Font-Family: "Helvetica Neue", "ping SC""HIGIGINO SANS GB", "Microsoft YAHII", "SimSun, Arial, SANS serif; font size: 16PX; blank: normal;"> BR/>P class= "JSW-WEXIN" text correction NOCHECK= "text correction NOCHECK" style= "blank: 19PX 20PX; font family: HelviTi NeU&q;&q". 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font size: 16 px; blank:Normal; < br/ > < / p > < H3 = "CMT js_ commentator count" style = "position: relative; font size: 18 px; line height: 26 px; padding-left: 11 px; Font series: "Helvetica Neue", "ping SC", "Hiragino Sans GB", "Microsoft Yahei", "\ 5 fae soft black", SimSun,Arial,Sans-serif;Spaces: "> < span class=" ss_none "> < span class=" js_joinNum "> 74  Participation & nbsp;  < span class=" js_cmtNum "> 60  < span class=" ss_none "> <> text - > no check=" margin: 19 px; > font - & Helvetica & Neuquote; & FagN&SC;"Hiragino sans GB", "microsoft Yahei", "fae soft Black", SimSun, Arial, sans-serif; font size: 16 px; whitespace: Normal; < br/ > < / p > < pclass > < p class= "line01" text-Correction-nocheck= "text-Correction-nocheck" style = "margin: 19 px 20 px;" Font-Family ":" helvetica neue "," ping sc ", "Hiragino Sans GB", "microsoft Yahei", "\ 5 fae soft black", SimSun,Arial,Sans-serif; font size: 16 px; whitespace: Normal; < br/ > < / p > < p class= "js_img_share_rea" text-Corrigendum-nocheck= "text-Corrigendum-nocheck" style = "margins: 19 px 20 px; fonts-Family: Helvetica Neue,"PingFang SC", & quot; Hiragino Sans GB&quot, quot; Microsoft YaHei" \\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\ 19px 20px 20px; font family: & marmarmar; Helvetica Neue & fon: "Helvetica Neue & Neue & Neue". Quot; &qu "cottage SC"And "Hiragino without GB""Microsoft YaHei", "\ \ 5 soft black" SimSun, Arial, sans serif;Font size: 16 px;Blank: normal;"> < br / > < / p > < p class = "js_selection_area text - correct - nocheck =" style = "text - correct - nocheck margin: 19 px 20 px;"Type:" Helvetica Neue";PingFang SC", & quot; Hiragino Sans GB&quot, quot; Microsoft YaHei" \\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\ 19px 20px 20px; font family: & marmarmar; Helvetica Neue & fon: "Helvetica Neue & Neue & Neue". Quot; &qu "cottage SC", "Hiragino Sans GB", "microsoft Yahei", "\ 5 fae soft black", SimSun,Arial,Sans-serif; font size: 16 px; whitespace: Normal; "> original title: this day is still here:" 人工智能" or will replace "p" < p > < p text "nocheck=" text-nocheck "style =" margin: 19 px 20 px; font series: "helvetica neue,""Cottage SC", "HIRAGINO SANS GB", "Microsoft Yahei", "5FAE", "SimSun, Arial, SANS serif"; font size: 16PX; blank: normal; "> SouthAdSouthEffice", "Stand".&nbsp;
&nbsp;最近,阿里巴巴集团安全部(以下简称“阿里”)正在接收www。新闻cn)描述了AI鉴黄的工作:当用户输入图片时,AI返回0-100的分数。这个分数显示了图片中色情内容的概率。互联网场景模型,99分以上的图片几乎可以肯定色情图,手动审查;分数50 - 99需要人工审核,考虑下得分50正常的图。 
 跟着AI鉴黄技术的进展,人工鉴黄师逐渐从鉴黄行业里被解放出来。阿里安全部高级算法专家魏石告诉“新闻”记者,假设每天要检查4亿张图像,仅靠人工方式,每天需要1万人,需要4万人。手动检查只需200000份左右,因此只需20人,这就节省了大量人力。Nbsp;
nbsp;不仅在地图识别领域,威望告诉彭梅新闻,AI鉴黄还涵盖语音、视频等多媒体领域。目前,它已经能够识别汉语、英语、日语、俄语和其他语言,而且在很多省份也能识别汉语方言,并且还能识别非语义呻吟。据悉,阿里将于8月21日在网络安全生态峰会上举行,重点展示这些技术。< br/ > < span style = "font size: 700;" > how does the yellow AI evolve?Ali的剑黄人工智能对色情图像的检测是一个典型的图像分类问题。目前的解决方案是标记样本后,使用深度学习人工神经网络技术培训。具体步骤包括明确分类标准、样本采集、样本标记模型训练、四个步骤。前三个步骤主要是手动完成的。这四个步骤似乎是最后一步技术上最困难的一步。事实上,Ali的利益相关者向Peng Mei News透露,第一步花了最长的时间。&nbsp;
&nbsp;“虽然有真正的色情作品,比如‘露水不是露水’,但有明确的标准,”Visco说。“关于庸俗和性感的争论更多,不同的人有不同的看法。“现实世界是复杂的,”br/引用儿童色情问题说:“儿童露点被认为是色情的吗?”有人会说:男生不算,女生数数。一些问题:如果老男孩?如果是个大点的孩子呢?然后另一个男人说,一个十二到三岁的男孩是色情的。那十一岁的孩子呢?或者我们怎样才能告诉孩子我们有多大年纪?&nbsp;
和nbsp;Weekly告诉新闻说,虽然明确的分类是设计过程中的第一步,但在随后的标记过程中,面对实际问题,标准必须进行修订和更新。< br/ > < / p > < p class= "detailed Pic bjh- Image-Container" data-bjh- title-id= "cap-73289868" text-Correction-nocheck= "text-correct-nocheck" data-bjh-helper-id= "1534725522367" style = "margin: 24px20px10px; position: relative; Font size: 0px; line-height: 0; font-family: "Helvetica Neue", "ping SC"平假无国界97“人工黄老师的信息,报告AI信息,第二”SRC=“http://timg01…Bdwg.com/timg?Pacompress&imgtype=0&sec=1439619614&autorotate=1&di=3541bd721daf8b879e7e5bf9e8a0bbcb&Quality=100&size=b 87010000 and src=http:/PIC.rmb.bdstat.COM%2F21940E967011E956AA65 F539 EA62EC42.JPEG@Wm_2,t_55m+5a625Y+3L0NoaW5hQXI=,FC_ffffff,ff_U2ltSGVp,sz_32,x_20,y_20 "data-w =" 870 "data-h =" 1091 "style =" maximum width: 300 px; maximum height: 300 px; margin: 0 px car; display: block; "< / p > < div class=" BJH- image-Assistant BJH- clear-exit-place "Style=" position: absolute; Top: 0 px; left: 400 px;Bottom: 0 px; pointer-event: none; width: 240 px; margin-left: -120 px; > < span class= bjh- Delete Picture-func- Delete "title =" Delete Picture style = "display: block; position: absolute; cursor: pointer;" Opacity: 0; conversion: opacity 0.3s relaxed-in-out; top: -10 px; right: -10 px; width: 17 px; height: 17 px; boundary radius: 50;Background: # B2B2;.: scaleX (1); >  < span class = "bjh-image-func-." style = ".: 120 px;... 16px;... 21px;... 64px; margin -... 32px;... RGBA (0, 0, 0.498039); - us: 2px;... FFFF; size-12px; > text; - 21px; - user center: choice: font-FF; size-12px; - radius: radix; > radix; > radix; > FFFFFF; size-FF; size-12px; - line; - 21px; - align: center: user choice: RGBA (0,No one;Display: block;Position: absolute;Cursor: pointer;Transparency: 0;Transition: 0.3 s ease - in-out transparency;"> edit < / span > < / div > < p > < br / > < / p > < p class = "BJH - image - caption ue_t" data - the BJH - caption - length = "18" data - BJH - caption - text = "please click on the input image description" data - the BJH - caption - for = "cap -73289868 "text - correct - nocheck = style =" text - correct - nocheck color:Rgb (152152152); width: 300 px; text alignment: centered; font series: "helvetica neue", "ping Sc", "Hiragino sans GB", "microsoft Yahei", "\ 5 fae soft and black"; SimSun,Arial,sans-serif; blank: normal; Margin: 0 px car!Important; "> click enter picture description < / p > < p text-corrigendum-nocheck=" text-corrigendum-nocheck "style =" margins: 19 px 20 px; Font series: "Helvetica Neue", "ping SC", "Hiragino Sans GB", "Microsoft Yahei", "\ 5 fae soft black", SimSun,Arial,SANS-serif; font size: 16 px; spaces:在收集样本的过程中,研究小组“集思广益”,浏览了近2000个网站,下载了6000多万张涉嫌色情的图片,在删除复制品后,实际上大约有2300万张图片被贴上了超过1300万张的图片。1300万多幅图像成为模拟训练的原始数据库,因此这个庞大的项目被技术人员认为是黄色识别引擎成功的最重要的基石。
样本的标记过程仍然主要通过手工标记2000万张图片来完成。他们引入了一个标记工具,并建立了一个质量控制系统。标签标记为所有人员参与培训之前,学习标志标准,做模拟考试,考试才能上岗。在标记中通过预先有答案的检查问题,或许多人对同一对象的标记方式,进行标记控制。标准控制后,通过模型判断,再找出可疑部分进行手工标记。Nbsp;
nbsp;
信誉表明我们严格掌握标记样本过程的原因是深层学习需要高质量的标记数据。数据标记质量越高,最终模型的精度就越高。“br/”是人类经过一系列考试后创造出来的,并最终由该模型进行了训练。据魏介绍,在单卡和单卡的情况下,GPU机的训练时间接近一个月。阿里之后团队更换网络结构和实现更多的机器卡培训,成千上万的样本的训练水平控制在一周左右的时间。
“人工智能最好的应用模式仍然是人+机器”&lt;/span>&nbsp;
那么,一个高效、低成本的AI鉴黄会不会完全取代手工教师?“br/”在这方面,Arian的所有产品专家尼尼霞都对新闻说,“AI鉴黄-AI鉴黄-最好的应用模式仍然是手动机器。”无论是标准标注和实际标注的预设计模型,还是后手工评审,都离不开人的参与。&nbsp;
&nbsp;2015年7月在北京三里屯举行的“优衣库活动”(Uniqlo Event)在试衣间播放了一分钟的视频,两小时内就在主要互联网平台上完成了1亿多条信息。但目前,只有人的头脑才有足够的意识来判断这些个别的突发事件是否是非法的。已知的、明确的风险定义标准,人工智能已得到解决。读”夏斌说,真正的困难是恶意的突发事件,爆发了,在这种情况下,因为之前没有一个标准定义的事件或场景,然后直接到人工智能来处理,这是不可能的。另一种类型&nbsp;
&nbsp;是一个非常模糊的场景,AI分数从50分到99分不等。内霞说,具有主观个人意识或群体意识的部分是需要人工审核的核心部分。此外,包括具体运动项目与国际标准的差异、模型前调整及检讨后的标准变更,也需要人工审核。根据Visa的说法,相扑、艺术体操甚至游泳等运动因为其特殊的穿着而被认为是性感的。最终目标是允许AI直接告诉图片中的人正在参加体育竞赛。< br/ > < / p > < p class= "detailed Pic bjh- Image-Container" data-bjh- title-id= "cap-70999945" text-Correction-nocheck= "text-correct-nocheck" data-bjh-helper-id= "153472552368" style = "margin: 24px20px10px; position: relative; Font size: 0px; line-height: 0; font-family: "Helvetica Neue", "ping SC"平假无国界&GB"&Microsoft YaHei"""&FAE柔软优雅的黑色">SimSun,Arial,sans-serif;>空白:正常;>img alt="今天仍然到来:黄"人工智能"或者将取代"AI"人工智能"的信息报告:黄"人工智能"。它将取代人工黄老师的人工智能信息,报告人工智能信息,第三“SRC=”http://TIMG01。Bdwg.com/timg?Pacompress&imgtype=0&sec=1439619614&autorotate=1&di=02f1bbd6626a120138930e38c6f2c107&Quality=100&size=b 870_10000&src=http:/PIC 。rmb.bdstat.COM%2F2F0CE9D6264D68 FD58F637 61A1A0F2ED.JPEG@Wm_2,t_55m+5a625Y+3L0NoaW5hQXI=,FC_ffffff,ff_U2ltSGVp,sz_12,x_8,y_8 "data-w =" 450 "data-h =" 263 "style =" maximum width: 300 px; maximum height: 300 px; margin: 0 px car; display: block; "< / p > < div class=" BJH- image-Assistant BJH- clear-exit-place "Style=" position: absolute; Top: 0 px; left: 400 px;Bottom: 0 px; pointer-event: none; width: 300 px; margin-left: -150 px; > < span class= bjh- Delete Picture-func- Delete "title =" Delete Picture style = "display: block; position: absolute; cursor: pointer;" Opacity: 0; conversion: opacity 0.3s easy access to the top of-out;: -10 px; right: -10 px; width: 17 px; height: 17 px; boundary radius: 50;Background: # B2B2;.: scaleX (1); >  span class = "bjh-image-func-." style = ":: 150px;:: 16px;:: 21px;:: 64px; margin-. - 32px;:: RGBA (0,0,0,0.498039); - us: 2px;;;;:# FFFF; size-12px; - line; - 21px; - align center; user selection: font-FFFF; size-12px; - radix; - radix; - radix; - radix; - radix; - radix; - radix: radix: radix: radix: radix: radix: radix: radix: radiNo one;Display: block;Position: absolute;Cursor: pointer;Transparency: 0;Transition: 0.3 s ease - in-out transparency;"> edit < / span > < / div > < p > < br / > < / p > < p text - correct - nocheck = "text - correct - nocheck" style = "margin: 19 px 20 px;Type: "Helvetica Neue", "pia SC", "Hiragino Sans GB"、“Microsoft Yahei”、“Microsoft Yahee soft”、SimSun、Arial、sans-serif;字体大小:16 pxx>空白:Normal;>被AI&nbsp;
误认为是色情制品。从国际上看,虽然有共同的黄色标准,但与国内的标准也会有很大的不同。读暑期新闻给大家举个例子:“如果国内广播要给宝宝洗澡,其实没什么,大家都觉得很可爱。”但在国外是绝对不可能的,而且是一种严重的侵犯。“&nbsp;
和nbsp;的AI,除了被用来识别黄色之外,能用这个原理训练AI做类似的编辑工作,比如选择视频封面,识别重复的视频等等。”“这不仅仅是遵从性,我们希望使用人工智能来做真正的生产和使用技术来解决更多的社会问题。”“

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