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<section style="background-color: rgb(255, 255, 255); box-sizing: border-box;"><section class="Powered-by-XIUMI V5" style="   box-sizing: border-box; " powered-by="xiumi.us"><section class="" style=" margin-top: 10px; margin-bottom: 10px;  box-sizing: border-box; "><section class="" style="border-width: 3px; border-style: solid; border-color: rgb(127, 203, 238); padding: 3px; box-sizing: border-box;"><section class="" style="border-color: rgb(127, 203, 238); border-width: 1px; border-style: solid; padding: 10px; box-sizing: border-box;"><section class="Powered-by-XIUMI V5" style="box-sizing: border-box;" powered-by="xiumi.us"><section class="" style="   box-sizing: border-box; "><section class="" style="text-align: center; color: rgba(38, 176, 231, 0.79); font-size: 14px; letter-spacing: 1.5px; line-height: 1.5; padding: 0px; box-sizing: border-box;"><p style="margin: 0px; padding: 0px; box-sizing: border-box;"><span style="font-size: 16px; box-sizing: border-box;"><strong style="box-sizing: border-box;">那年高考</strong></span></p><p style="margin: 0px; padding: 0px; box-sizing: border-box;"><br style="box-sizing: border-box;"  /></p><p style="margin: 0px; padding: 0px; box-sizing: border-box;"><span style="font-size: 12px; box-sizing: border-box;">感觉不到时光的时光过得最快最漫长</span></p><p style="margin: 0px; padding: 0px; box-sizing: border-box;"><span style="font-size: 12px; box-sizing: border-box;">想不到未来的未来来得最慢最迷惘<br style="box-sizing: border-box;"  />我们不再年轻  </span><span style="font-size: 12px; box-sizing: border-box;">父母不再是我们的银行</span></p><p style="margin: 0px; padding: 0px; box-sizing: border-box;"><span style="font-size: 12px; box-sizing: border-box;">学校不再是我们的天堂</span></p><p style="margin: 0px; padding: 0px; box-sizing: border-box;"><span style="font-size: 12px; box-sizing: border-box;">现实社会才是我们最终的成长<br style="box-sizing: border-box;"  />年轻时，用时光去无知 <br style="box-sizing: border-box;"  />待老时，用无知去惜时光</span></p></section></section></section></section></section></section></section><section class="Powered-by-XIUMI V5" style="   box-sizing: border-box; " powered-by="xiumi.us"><section class="" style=" margin-top: 10px; margin-bottom: 10px; transform: translate3d(0px, 0px, 0px); -webkit-transform: translate3d(0px, 0px, 0px); -moz-transform: translate3d(0px, 0px, 0px); -o-transform: translate3d(0px, 0px, 0px); text-align: center;  box-sizing: border-box; "><section class="" style="display: inline-block; width: 90%; border-width: 1px; border-style: solid; border-color: rgb(127, 203, 238); padding: 0px; box-sizing: border-box;"><section class="Powered-by-XIUMI V5" style="   box-sizing: border-box; " powered-by="xiumi.us"><section class="" style=" margin: -1px 0% 0px;  box-sizing: border-box; "><section class="" style="display: inline-block; vertical-align: top; width: 50%; background-color: rgb(127, 203, 238); box-sizing: border-box;"><section class="Powered-by-XIUMI V5" style="   box-sizing: border-box; " powered-by="xiumi.us"><section class="" style=" margin: 1px 0% 0px;  box-sizing: border-box; "><section class="" style="color: rgb(255, 255, 255); font-size: 12px; box-sizing: border-box;"><p style="margin: 0px; padding: 0px; box-sizing: border-box;">一览众山小</p></section></section></section></section><section class="" style="display: inline-block; vertical-align: top; width: 50%; box-sizing: border-box;"><section class="Powered-by-XIUMI V5" style="   box-sizing: border-box; " powered-by="xiumi.us"><section class="" style=" margin: 1px 0% 0px;  box-sizing: border-box; "><section class="" style="color: rgb(127, 203, 238); font-size: 12px; box-sizing: border-box;"><p style="margin: 0px; padding: 0px; box-sizing: border-box;">2017年6月14日·刊肆</p></section></section></section></section></section></section></section></section></section><section class="Powered-by-XIUMI V5" style="   box-sizing: border-box; " powered-by="xiumi.us"><section class="" style=" margin-top: 10px; margin-bottom: 10px;  box-sizing: border-box; "><section class="" style="width: 2.25em; height: 2.25em; border-left: 5px solid rgb(143, 212, 228); border-top: 5px solid rgb(143, 212, 228); box-sizing: border-box;"></section><section class="" style="margin-top: -2.25em; margin-left: 5px; padding-top: 5px; box-sizing: border-box;"><section class="" style="background-color: rgb(247, 247, 247); box-sizing: border-box;"><section class="Powered-by-XIUMI V5" style="box-sizing: border-box;" powered-by="xiumi.us"><section class="" style=" padding: 10px;  box-sizing: border-box; "><section class="" style="font-size: 14px; box-sizing: border-box;"><strong style="box-sizing: border-box;">编辑团队</strong></section></section></section></section></section></section></section><section class="Powered-by-XIUMI V5" style="   box-sizing: border-box; " powered-by="xiumi.us"><section class="" style=" margin-top: 10px; margin-bottom: 10px;  box-sizing: border-box; "><section class="" style="margin-bottom: -2.25em; margin-right: 5px; background-color: rgb(247, 247, 247); box-sizing: border-box;"><section class="Powered-by-XIUMI V5" style="box-sizing: border-box;" powered-by="xiumi.us"><section class="" style=" padding: 10px; margin-bottom: 5px;  box-sizing: border-box; "><section class="" style="text-align: justify; font-size: 12px; box-sizing: border-box;"><p style="white-space: normal; margin: 0px; padding: 0px; box-sizing: border-box;">原文/ Doug Trumm    翻译/ 众山小</p><p style="white-space: normal; margin: 0px; padding: 0px; box-sizing: border-box;">文献/ 李博                  排版/ 徐慧中</p><p style="white-space: normal; margin: 0px; padding: 0px; box-sizing: border-box;"><br style="box-sizing: border-box;"  /></p></section></section></section></section><section class="" style="margin-left: auto; width: 2.25em; height: 2.25em; border-right: 5px solid rgb(143, 212, 228); border-bottom: 5px solid rgb(143, 212, 228); box-sizing: border-box;"></section></section></section><section class="Powered-by-XIUMI V5" style="   box-sizing: border-box; " powered-by="xiumi.us"><section class="" style="   box-sizing: border-box; "><section class="" style="display: inline-block; vertical-align: top; width: 35%; box-sizing: border-box;"><section class="Powered-by-XIUMI V5" style="   box-sizing: border-box; " powered-by="xiumi.us"><section class="" style=" margin-top: 10px; margin-bottom: 10px; text-align: right;  box-sizing: border-box; "><section class="" style="display: inline-block; vertical-align: top; box-sizing: border-box;"><section style="width: 0px; margin-bottom: -10px; margin-left: auto; transform: rotate(0deg); -webkit-transform: rotate(0deg); -moz-transform: rotate(0deg); -o-transform: rotate(0deg); border-left: 5px solid rgb(199, 237, 233); border-bottom: 5px solid rgb(199, 237, 233); border-top: 5px solid rgb(255, 255, 255) !important; border-right: 5px solid rgb(255, 255, 255) !important; box-sizing: border-box;"></section><section class="" style="width: 100%; border-right: 10px solid rgb(199, 237, 233); padding: 10px; background-color: rgb(175, 215, 237); box-shadow: rgb(0, 0, 0) 0px 0px 0px; box-sizing: border-box;"><section class="Powered-by-XIUMI V5" style="   box-sizing: border-box; " powered-by="xiumi.us"><section class="" style=" text-align: center; margin: 0px 0%;  box-sizing: border-box; "><img src="http://read.html5.qq.com/image?src=forum&q=5&r=0&imgflag=7&imageUrl=http://mmbiz.qpic.cn/mmbiz_jpg/mee9Bdh9TiaicfHwIjXM9tiaEdVzLWOGVokic7RzU4ia9ic5zsg3z7Wlc6ibX9UH4fGvdSKlESYukx9pHmVOqn7OfbaibQ/0?wx_fmt=jpeg" style="max-width:100%;" /></section></section></section><section style="width: 0px; margin-top: -10px; margin-left: auto; border-top: 5px solid rgb(199, 237, 233); border-left: 5px solid rgb(199, 237, 233); border-right: 5px solid rgb(255, 255, 255) !important; border-bottom: 5px solid rgb(255, 255, 255) !important; box-sizing: border-box;"></section></section></section></section></section><section class="" style="display: inline-block; vertical-align: top; width: 65%; box-sizing: border-box;"><section class="Powered-by-XIUMI V5" style="   box-sizing: border-box; " powered-by="xiumi.us"><section class="" style=" margin: 20px 0% 10px;  box-sizing: border-box; "><section class="" style="display: inline-block; width: 100%; border-width: 1px; border-style: solid; border-color: transparent; padding: 10px; background-color: rgb(254, 255, 255); box-sizing: border-box;"><section class="Powered-by-XIUMI V5" style="box-sizing: border-box;" powered-by="xiumi.us"><section class="" style="   box-sizing: border-box; "><section class="" style="text-align: justify; font-size: 14px; color: rgb(182, 182, 182); letter-spacing: 1.5px; box-sizing: border-box;"><p style="white-space: normal; margin: 0px; padding: 0px; box-sizing: border-box;"><span style="color: rgb(71, 193, 168); box-sizing: border-box;"><strong style="box-sizing: border-box;">译者萌像与导读：</strong></span><span style="letter-spacing: 0px; color: rgb(110, 115, 117); box-sizing: border-box;">让街道危险的因素是什么？你需要尖端算法来回答这个问题吗？贝尔维尤市的回答是：是的，因为该市正开始一项巨大的众筹数据项目，让微软的交通分析算法学会识别行人和自行车，以便对交通视频数据进行处理。</span></p><p style="white-space: normal; margin: 0px; padding: 0px; box-sizing: border-box;"><span style="letter-spacing: 0px; line-height: 1.6; color: rgb(110, 115, 117); box-sizing: border-box;"></span></p></section></section></section></section></section></section></section></section></section><section class="Powered-by-XIUMI V5" style="   box-sizing: border-box; " powered-by="xiumi.us"><section class="" style="   box-sizing: border-box; "><section class="" style="display: inline-block; vertical-align: top; width: 45%; box-sizing: border-box;"><section class="Powered-by-XIUMI V5" style="   box-sizing: border-box; " powered-by="xiumi.us"><section class="" style=" margin: 22px 0% 8px;  box-sizing: border-box; "><section style="border-top: 1px dashed rgb(185, 167, 121); box-sizing: border-box;" class=""></section></section></section></section><section class="" style="display: inline-block; vertical-align: top; width: 10%; box-sizing: border-box;"><section class="Powered-by-XIUMI V5" style="   box-sizing: border-box; " powered-by="xiumi.us"><section class="" style=" text-align: center; margin-top: 10px; margin-bottom: 10px;  box-sizing: border-box; "><img src="http://read.html5.qq.com/image?src=forum&q=5&r=0&imgflag=7&imageUrl=http://mmbiz.qpic.cn/mmbiz_jpg/mee9Bdh9TiaicfHwIjXM9tiaEdVzLWOGVoklicXChX9zBxzreAl0AoSIC6xah8g7wP538zOxicibs8opRHt7iaIfwnncg/0?wx_fmt=jpeg" style="max-width:100%;" /></section></section></section><section class="" style="display: inline-block; vertical-align: top; width: 45%; box-sizing: border-box;"><section class="Powered-by-XIUMI V5" style="   box-sizing: border-box; " powered-by="xiumi.us"><section class="" style=" margin: 22px 0% 8px;  box-sizing: border-box; "><section style="border-top: 1px dashed rgb(185, 167, 121); box-sizing: border-box;" class=""></section></section></section></section></section></section><section class="Powered-by-XIUMI V5" style="box-sizing: border-box;" powered-by="xiumi.us"><section class="" style="   box-sizing: border-box; "><section class="" style="box-sizing: border-box;"><p style="margin: 0px; padding: 0px; box-sizing: border-box;"><br style="box-sizing: border-box;"  /></p></section></section></section><section class="Powered-by-XIUMI V5" style="   box-sizing: border-box; " powered-by="xiumi.us"><section class="" style=" text-align: center; margin-top: 10px; margin-bottom: 10px;  box-sizing: border-box; "><img src="http://read.html5.qq.com/image?src=forum&q=5&r=0&imgflag=7&imageUrl=http://mmbiz.qpic.cn/mmbiz_png/mee9Bdh9TiaicfHwIjXM9tiaEdVzLWOGVokhM8P0ZBVbNlCCuxRoGHuib0UIUIvEXKHmuJ5ylV0I2UDgUKhgRrnicNQ/0?wx_fmt=png" style="max-width:100%;" /></section></section><section class="Powered-by-XIUMI V5" style="   box-sizing: border-box; " powered-by="xiumi.us"><section class="" style="   box-sizing: border-box; "><section class="" style="font-size: 14px; line-height: 1.8; letter-spacing: 1.5px; padding: 0px 7px; box-sizing: border-box;"><p style="margin: 0px; padding: 0px; box-sizing: border-box;"><strong style="box-sizing: border-box;"><em style="box-sizing: border-box;">图一、街道安全热力图分析</em></strong></p><p style="margin: 0px; padding: 0px; box-sizing: border-box;"><strong style="box-sizing: border-box;"><em style="box-sizing: border-box;"><br style="box-sizing: border-box;"  /></em></strong></p></section></section></section><section class="Powered-by-XIUMI V5" style="   box-sizing: border-box; " powered-by="xiumi.us"><section class="" style="   box-sizing: border-box; "><section class="" style="text-align: justify; font-size: 14px; line-height: 1.8; letter-spacing: 1.5px; padding: 0px 7px; box-sizing: border-box;"><p style="white-space: normal; margin: 0px; padding: 0px; box-sizing: border-box;">一旦发现了不安全的街道条件，城市可以进而纠正，减少冲突，特别是致命的冲突。如果没有电脑告诉人们从哪方面去想，贝尔维尤的规划师们不知道从何下手。<span style="color: rgb(45, 167, 198); box-sizing: border-box;"><strong style="box-sizing: border-box;">幸运的是，</strong></span><span style="color: rgb(45, 167, 198); box-sizing: border-box;"><strong style="box-sizing: border-box;">正确的程序可以让机器去想这些问题。</strong></span></p><p style="white-space: normal; margin: 0px; padding: 0px; box-sizing: border-box;"><br style="box-sizing: border-box;"  /></p><p style="white-space: normal; margin: 0px; padding: 0px; box-sizing: border-box;">微软和贝尔维尤市希望用户花时间观看交通摄像头采集的视频，通过标出其中的人，来教机器识别行人和骑自行车的人。当然，这个过程也有微软的好处，因为微软可以借此完善正在研发的自动驾驶汽车里的同样技术。这是双赢合作——至少对微软来说，他们可以将这种公私合作关系带到银行。</p><p style="white-space: normal; margin: 0px; padding: 0px; box-sizing: border-box;"><br style="box-sizing: border-box;"  /></p><p style="white-space: normal; margin: 0px; padding: 0px; box-sizing: border-box;">Geekwire把<span style="color: rgb(45, 167, 198); box-sizing: border-box;"><strong style="box-sizing: border-box;">“迈向零愿景的视觉分析”</strong></span>称为一个有远见的技术：“这项研究是交通安全领域的巨大飞跃。”在地方层面，西雅图交通博客和西雅图自行车博客也给出了相当积极的评论，称赞该程序能识别出频繁冲突的地带。</p><p style="white-space: normal; margin: 0px; padding: 0px; box-sizing: border-box;"><br style="box-sizing: border-box;"  /></p><p style="white-space: normal; margin: 0px; padding: 0px; box-sizing: border-box;">如果城市愿意改善交叉路口的所有问题——不仅包括已有记录的实际事故，还有尚未记录的冲突——那么一个能识别出冲突的算法是非常有帮助的。然而，几乎没有美国城市能做到。我们仍然要做很多努力去减少事故，更不要说减少冲突。如果一切都没问题，一个国家不会每年有40,200人死于交通事故。</p><p style="white-space: normal; margin: 0px; padding: 0px; box-sizing: border-box;"><br style="box-sizing: border-box;"  /></p><p style="white-space: normal; margin: 0px; padding: 0px; box-sizing: border-box;">这不是说我们不能同时解决事故和冲突。但是，如果交通规划师觉得缺少了机器学习就没法工作，问题就来了。贝尔维尤首席交通规划师Franz Loewenherz（同时也是零愿景视频分析项目的经理）评论到：“现在主要依靠事故报告。但事故报告没法给出足够的数据、让我们做出明智的决定。”</p><p style="white-space: normal; margin: 0px; padding: 0px; box-sizing: border-box;"><br style="box-sizing: border-box;"  /></p></section></section></section><section class="Powered-by-XIUMI V5" style="   box-sizing: border-box; " powered-by="xiumi.us"><section class="" style=" text-align: center; margin-top: 10px; margin-bottom: 10px;  box-sizing: border-box; "><img src="http://read.html5.qq.com/image?src=forum&q=5&r=0&imgflag=7&imageUrl=http://mmbiz.qpic.cn/mmbiz_jpg/mee9Bdh9TiaicfHwIjXM9tiaEdVzLWOGVokde8jiaVV9L3NDSuYiaPPr4gdBaVjgBR0dRkS68VT4iaxxDGVmhFs1vialQ/0?wx_fmt=jpeg" style="max-width:100%;" /></section></section><section class="Powered-by-XIUMI V5" style="   box-sizing: border-box; " powered-by="xiumi.us"><section class="" style="   box-sizing: border-box; "><section class="" style="font-size: 14px; line-height: 1.8; letter-spacing: 1.5px; padding: 0px 7px; box-sizing: border-box;"><p style="margin: 0px; padding: 0px; box-sizing: border-box;"><em style="box-sizing: border-box;"><strong style="box-sizing: border-box;">图二、去年十月份，一名机动车司机在这个路口把一名75岁的老妇碾压致死，但贝尔维尤市是否有足够的数据把这个路口变得更安全？ （贝尔维尤警察局）</strong></em></p><p style="margin: 0px; padding: 0px; box-sizing: border-box;"><br style="box-sizing: border-box;"  /></p></section></section></section><section class="Powered-by-XIUMI V5" style="   box-sizing: border-box; " powered-by="xiumi.us"><section class="" style="   box-sizing: border-box; "><section class="" style="text-align: justify; font-size: 14px; line-height: 1.8; letter-spacing: 1.5px; padding: 0px 7px; box-sizing: border-box;"><p style="white-space: normal; margin: 0px; padding: 0px; box-sizing: border-box;">先看数据、再做决定的作风，使交通规划人员不太愿意直接采用像NACTO（全美城市交通官员协会）的《街道设计指南》那样的建议，尽管该指南提供了大量的设计措施，防止司机超速行驶、为自行车提供保护。城市在采用“完整街道”的概念，但并不打算真正改变设计街道的方式。受保护的路口和受保护的自行车道不仅可以减少碰撞的可能性——我们已经有数据支持这一点——还可以使街道更宜人。我们不需要交通死亡来改变设计方式，但是交通死亡的威胁太真实了。</p><p style="white-space: normal; margin: 0px; padding: 0px; box-sizing: border-box;"><br style="box-sizing: border-box;"  /></p><p style="white-space: normal; margin: 0px; padding: 0px; box-sizing: border-box;">Tom Fucoloro评论到：当然，如果城市没有政治意愿去采取行动，这些数据只能完全是学术的。我们已经知道，比方说，过大的转弯半径鼓励人们开车太快，太靠近行人。上图中的每个红色区域都可以通过缩小路缘、安装受保护的交叉口来解决。更小的缘石半径会让司机减速，也让大型卡车或公共汽车在右转前左摆，从而对安全产生积极影响，并会在交叉口的四角创造更多的行人空间。</p><p style="white-space: normal; margin: 0px; padding: 0px; box-sizing: border-box;"> </p><p style="white-space: normal; margin: 0px; padding: 0px; box-sizing: border-box;">总而言之，机器学习的前景比教授新式的街道设计方法要好，那些设计是针对本身没有高速或死亡的街道和路口做的。所以，这样解释这个项目就会自圆其说：我们用大数据驱使城市官员和工程师去设计更安全、更低速的街道。这些技术未必会发现什么新东西，但是当领导们喜欢膜拜新技术的神坛时，有时候你必须找到做事的新方式。</p><p style="white-space: normal; margin: 0px; padding: 0px; box-sizing: border-box;"> </p><p style="white-space: normal; margin: 0px; padding: 0px; box-sizing: border-box;">下面就让我们一起来观看微软提供的街道安全设计工具视频:</p><p style="white-space: normal; margin: 0px; padding: 0px; box-sizing: border-box;"><br style="box-sizing: border-box;"  /></p></section></section></section><section class="Powered-by-XIUMI V5" style="   box-sizing: border-box; " powered-by="xiumi.us"><section class="" style=" margin: 10px 0%;  box-sizing: border-box; "><section class="" style="display: inline-block; width: 100%; vertical-align: top; background-color: rgb(0, 0, 0); padding: 10px; border-radius: 10px; border-width: 0px; border-style: none; border-color: rgb(62, 62, 62); box-sizing: border-box;"><section class="Powered-by-XIUMI V5" style="box-sizing: border-box;" powered-by="xiumi.us"><section class="" style="   box-sizing: border-box; "><section class="" style="box-sizing: border-box;"><p style="margin: 0px; padding: 0px; box-sizing: border-box;"><iframe class="video_iframe" data-vidtype="1" allowfullscreen="" frameborder="0" height="417" width="556" src="https://v.qq.com/iframe/preview.html?vid=w0513z9skfp&width=500&height=375&auto=0"></iframe><br  /></p></section></section></section><section class="Powered-by-XIUMI V5" style="   box-sizing: border-box; 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