为和wWw770cccOm添加到信任,毒霸还总是770cc阻拦页面的弹出?_百度知道
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我们会通过消息、邮箱等方式尽快将举报结果通知您。&figure&&img src=&https://pic2.zhimg.com/v2-9c159541dea5a4fe2d07532eeaa0f95e_b.jpg& data-rawwidth=&700& data-rawheight=&384& class=&origin_image zh-lightbox-thumb& width=&700& data-original=&https://pic2.zhimg.com/v2-9c159541dea5a4fe2d07532eeaa0f95e_r.jpg&&&/figure&&figure&&img src=&https://pic1.zhimg.com/v2-6ddc49ccdf8331d98aae56c_b.jpg& data-caption=&& data-size=&normal& data-rawwidth=&640& data-rawheight=&160& class=&origin_image zh-lightbox-thumb& width=&640& data-original=&https://pic1.zhimg.com/v2-6ddc49ccdf8331d98aae56c_r.jpg&&&/figure&&p&虽然我们从幼教时期就开始接触英语，但非母语的第二语言，怎么都不能用的得心应手，怎么办？&/p&&p&&br&&/p&&p&你肯定也会被安利过：学英语？看美剧，看英剧啊！&/p&&p&&br&&/p&&p&&br&&/p&&figure&&img src=&https://pic4.zhimg.com/v2-b59d7a2aaa_b.jpg& data-caption=&& data-size=&normal& data-rawwidth=&700& data-rawheight=&393& class=&origin_image zh-lightbox-thumb& width=&700& data-original=&https://pic4.zhimg.com/v2-b59d7a2aaa_r.jpg&&&/figure&&p&&br&&/p&&p&&br&&/p&&p&反正我是信过，早期追《生活大爆炸》，熟练掌握了Penny哄生病的谢耳朵的歌曲“soft kitty，warm kitty little ball of fur... ...”后来追《神探夏洛克》，先是心疼华生，再心疼夏洛克... ...&b&除了用心追每一集的剧情，不断安利和被安利外，英语并无任何长进... ...&/b&&/p&&p&&br&&/p&&p&如果你看的是无字幕版，或许会有点用。&b&但生肉就是生肉，看的不尽兴啊！&/b&那关键的一句台词是啥意思？怎么就相视一笑了？看的好捉急啊。&/p&&p&&br&&/p&&p&&b&本来看剧，追番就是图个开心，加上了学英语的任务反而揪心了。&/b&所以赶快放弃用刷剧来学英文的天真想法吧。&/p&&p&&br&&/p&&p&今天我就给大家推荐真正适合学英语的网站，能够帮助你专心学英语的资源。有一天让我们愉快的看生肉资源~&/p&&p&&br&&/p&&p&&br&&/p&&p&&b&专心练听力&/b& ×&b&Elllo&/b&&/p&&p&&br&&/p&&p&&u&&a href=&http://link.zhihu.com/?target=http%3A//www.elllo.org/& class=& external& target=&_blank& rel=&nofollow noreferrer&&&span class=&invisible&&http://www.&/span&&span class=&visible&&elllo.org/&/span&&span class=&invisible&&&/span&&/a&&/u&&/p&&figure&&img src=&https://pic1.zhimg.com/v2-d833f714cf35dfe1f72c0_b.jpg& data-caption=&& data-size=&normal& data-rawwidth=&600& data-rawheight=&414& class=&origin_image zh-lightbox-thumb& width=&600& data-original=&https://pic1.zhimg.com/v2-d833f714cf35dfe1f72c0_r.jpg&&&/figure&&p&&br&&/p&&p&Elllo有来自世界各地说英语的人的听力素材，主要聚焦在练习听力技能。有各种不同的话题，比如体育、旅游、游戏等，每个音频播放器下都会有相关的听力文本，让你可以边听边对照。&br&&/p&&p&&br&&/p&&p&着这里你能够找到非常贴近生活的话题，并且可以听到各国家不同英文口音，甚至有mp3档和pdf档提供下载，想要搜寻主题的时候可以用国家、程度和话题来检索。&/p&&p&&br&&/p&&p&&br&&/p&&p&&b&实用型读写×Quora&/b&&/p&&p&&br&&/p&&p&&u&&a href=&http://link.zhihu.com/?target=https%3A//www.quora.com/& class=& external& target=&_blank& rel=&nofollow noreferrer&&&span class=&invisible&&https://www.&/span&&span class=&visible&&quora.com/&/span&&span class=&invisible&&&/span&&/a&&/u&&/p&&figure&&img src=&https://pic2.zhimg.com/v2-0b18a2bdf6245_b.jpg& data-caption=&& data-size=&normal& data-rawwidth=&491& data-rawheight=&240& class=&origin_image zh-lightbox-thumb& width=&491& data-original=&https://pic2.zhimg.com/v2-0b18a2bdf6245_r.jpg&&&/figure&&p&&br&&/p&&p&Quora
是国外的一个知识问答型网站，&b&知乎最早其实就是借鉴了Quora的模式。&/b&这个也是小蓝每天必看的APP，没错，除了网站，Quora也有APP，因为我是用邮箱注册，也会收到推送。&/p&&p&&br&&/p&&p&Quora是一个世界级别的分享平台，你根本想不到在这里能够遇到什么样的人物！更让人感动的是，这个平台不需要翻墙，大家用邮箱就可以注册。&/p&&p&&br&&/p&&p&你在刷Quora的时候，多观察外国人是怎么发文的，有利于你的英文更地道，告别中式英文思维。&/p&&p&&br&&/p&&p&尝试着在上面分享你自己的观点，加入到话题的讨论中，会更有乐趣。&/p&&p&&br&&/p&&p&&br&&/p&&p&&b&神级推荐×BBC Learning English&/b&&/p&&p&&br&&/p&&p&&u&&a href=&http://link.zhihu.com/?target=http%3A//www.bbc.co.uk/learningenglish/& class=& external& target=&_blank& rel=&nofollow noreferrer&&&span class=&invisible&&http://www.&/span&&span class=&visible&&bbc.co.uk/learningengli&/span&&span class=&invisible&&sh/&/span&&span class=&ellipsis&&&/span&&/a&&/u&&/p&&figure&&img src=&https://pic4.zhimg.com/v2-393af5acffc4f8d8aaf283_b.jpg& data-caption=&& data-size=&normal& data-rawwidth=&640& data-rawheight=&428& class=&origin_image zh-lightbox-thumb& width=&640& data-original=&https://pic4.zhimg.com/v2-393af5acffc4f8d8aaf283_r.jpg&&&/figure&&p&&br&&/p&&p&用过的都惊为天人，相见恨晚。&b&无论是词汇，语法，发音，听力还是写作，素材，都包你满意。&/b&&/p&&p&&br&&/p&&p&如果认真说BBC，真是可以出一篇使用指南了。&br&&/p&&p&&br&&/p&&p&首先BBC的听力都有稿子，语速也是非常正常的，不会太快。&br&&/p&&p&&br&&/p&&p&真正让你的英语日常起来，通过这些听力资料和练习，感受地道的英国人都是怎么交流的。词汇量自然而然就积累起来了，秒杀各种雅思词汇书籍。&br&&/p&&p&&br&&/p&&p&非常适合利用早起，睡前来刷文章，跟着说英语。&br&&/p&&p&&br&&/p&&p&大家用起来就知道有多好用了~&/p&&p&&br&&/p&&p&&b&爆款推荐×TED&/b&&/p&&p&&br&&/p&&p&&u&&a href=&http://link.zhihu.com/?target=https%3A//www.ted.com/& class=& external& target=&_blank& rel=&nofollow noreferrer&&&span class=&invisible&&https://www.&/span&&span class=&visible&&ted.com/&/span&&span class=&invisible&&&/span&&/a&&/u&&/p&&figure&&img src=&https://pic4.zhimg.com/v2-ea8f857ceef_b.jpg& data-caption=&& data-size=&normal& data-rawwidth=&640& data-rawheight=&256& class=&origin_image zh-lightbox-thumb& width=&640& data-original=&https://pic4.zhimg.com/v2-ea8f857ceef_r.jpg&&&/figure&&p&&br&&/p&&p&TED太有名了，没看过TED演讲视频的很少了吧。TED是”technology, entertainment, design” 的缩写，其愿景是“&b&用思想改变世界&/b&”。&/p&&p&&br&&/p&&p&TED演讲短小而精悍，每个演讲都控制在20分钟以内，用组织者的话来说是“Long enough to be serious and short enough to hold people's attention”.&/p&&p&&br&&/p&&p&尽管有批评者评论说TED提供的是“快餐型知识”，但不可否认的是TED上简洁凝练的演讲确实给观众带来了不同的视角与思考。&/p&&p&&br&&/p&&p&毕竟我们除了学英语，也要多多思考！&br&&/p&&p&&br&&/p&&p&&br&&/p&&figure&&img src=&https://pic1.zhimg.com/v2-66e54ec282e123a8de800_b.jpg& data-caption=&& data-size=&normal& data-rawwidth=&426& data-rawheight=&240& class=&origin_image zh-lightbox-thumb& width=&426& data-original=&https://pic1.zhimg.com/v2-66e54ec282e123a8de800_r.jpg&&&/figure&&p&&br&&/p&&p&&br&&/p&&p&说到英文学习能够适用的网站太多了，但是一定要有几个你常用的，能够真正帮助带你学习积累的。&/p&&p&&br&&/p&&p&今天推荐的网站都是小蓝自己用过，有的现在也在用的，欢迎大家留言分享出你常用的英文学习网站，膜拜大佬~&/p&&p&&br&&/p&&p&在学习A Level、IGCSE、GCSE的时候，因为都是英文教材，理解难免有偏差怎么办？&/p&&p&&br&&/p&&p&除了学习英文，你还需要学科老师为你答疑解惑！&/p&&p&&br&&/p&&p&&b&文蓝每周免费答疑课正在报名中，&/b&本周为&b&数学&/b&学科，添加小蓝&b&alevelxiaolan&/b&，备注“答疑”即可。&/p&&p&&br&&/p&&p&&b&添加小蓝免费答疑&/b&&/p&&p&&br&&/p&&p&&a href=&http://link.zhihu.com/?target=https%3A//u.wechat.com/MO0XPXBrSWvmIovKyZaxnWg& class=& external& target=&_blank& rel=&nofollow noreferrer&&&span class=&invisible&&https://&/span&&span class=&visible&&u.wechat.com/MO0XPXBrSW&/span&&span class=&invisible&&vmIovKyZaxnWg&/span&&span class=&ellipsis&&&/span&&/a& (二维码自动识别)&/p&&p&&br&&/p&&p&&br&&/p&&p&&a href=&http://link.zhihu.com/?target=http%3A//weixin.qq.com/r/1nUpMTXEGmhlrXFS9yDE& class=& external& target=&_blank& rel=&nofollow noreferrer&&&span class=&invisible&&http://&/span&&span class=&visible&&weixin.qq.com/r/1nUpMTX&/span&&span class=&invisible&&EGmhlrXFS9yDE&/span&&span class=&ellipsis&&&/span&&/a& (二维码自动识别)&/p&&p&&/p&
虽然我们从幼教时期就开始接触英语，但非母语的第二语言，怎么都不能用的得心应手，怎么办？ 你肯定也会被安利过：学英语？看美剧，看英剧啊！ 反正我是信过，早期追《生活大爆炸》，熟练掌握了Penny哄生病的谢耳朵的歌曲“soft kitty，warm kitty little b…
&figure&&img src=&https://pic2.zhimg.com/v2-d6aa0a8ea85a6dc419cee9_b.jpg& data-caption=&& data-size=&normal& data-rawwidth=&703& data-rawheight=&258& data-watermark=&& data-original-src=&& data-watermark-src=&& data-private-watermark-src=&& class=&origin_image zh-lightbox-thumb& width=&703& data-original=&https://pic2.zhimg.com/v2-d6aa0a8ea85a6dc419cee9_r.jpg&&&/figure&&p&&br&&/p&&p&还记得吗？去年冬天，在国外 AI 圈有个事情闹得很火：知名论坛 Reddit 上忽然出现一个叫 deepfakes 的大神，借助神经网络实现了&b&人脸替换&/b&，让一些好莱坞女星“出演”了 AV。&/p&&p&&br&&/p&&figure&&img src=&https://pic4.zhimg.com/v2-840f5bf3a7_b.jpg& data-caption=&& data-size=&normal& data-rawwidth=&300& data-rawheight=&256& data-watermark=&& data-original-src=&& data-watermark-src=&& data-private-watermark-src=&& data-tags=&politic& class=&content_image& width=&300&&&/figure&&p&&br&&/p&&p&后来根据这个项目又衍生了一个叫 FakeAPP 的桌面应用，可以让&b&尼古拉斯·凯奇&/b&这样的明星随心所欲的“出演”任何电影，当然换成任何人的脸部都可以。我们曾详细分享过这些项目：&/p&&p&&br&&/p&&a href=&https://zhuanlan.zhihu.com/p/& data-draft-node=&block& data-draft-type=&link-card& data-image=&https://pic1.zhimg.com/v2-d824a56fb36db5dd0eb85c5d3cb7f5e8_180x120.jpg& data-image-width=&1200& data-image-height=&900& class=&internal&&景略集智：大意了！居然有人用AI技术制作假AV！&/a&&a href=&https://zhuanlan.zhihu.com/p/& data-draft-node=&block& data-draft-type=&link-card& data-image=&https://pic3.zhimg.com/v2-b29562aae69cac8238eba5afb0x120.jpg& data-image-width=&740& data-image-height=&407& class=&internal&&景略集智：AI已经决定了，ta就是未来每一届奥斯卡最佳男主。&/a&&p&&br&&/p&&p&怎么样，是不是被这种换脸的效果惊到了？其实即便是不借助神经网络，我们用 Python 和一些 Python 库也能实现换脸，只不过替换的是静态图像中的人脸，但凭此也足以显示出 Python 的“神秘力量”。&/p&&p&&br&&/p&&p&我们下面就传授一下这门 Python“换脸”大法。&/p&&hr&&p&在本文，我们会介绍如何通过一段简短的 Python 脚本（200行）将一张图片中面部特征自动替换为另外一张图片中的面部特征。也就是实现下面这样的效果：&/p&&p&&br&&/p&&figure&&img src=&https://pic2.zhimg.com/v2-642fbd6faa13c8fac8b08d_b.jpg& data-caption=&& data-size=&normal& data-rawwidth=&965& data-rawheight=&312& data-watermark=&& data-original-src=&& data-watermark-src=&& data-private-watermark-src=&& data-tags=&politic& class=&origin_image zh-lightbox-thumb& width=&965& data-original=&https://pic2.zhimg.com/v2-642fbd6faa13c8fac8b08d_r.jpg&&&/figure&&p&&br&&/p&&p&具体过程分为四个步骤：&/p&&ul&&li&检测面部标志；&/li&&li&旋转、缩放和平移图 2 以适应图 1；&/li&&li&调整图 2 的白平衡以匹配图 1；&/li&&li&将图 2 的特征融合到图 1 中；&/li&&/ul&&p&&br&&/p&&p&本脚本的完整代码地址见文末。&/p&&p&&br&&/p&&h2&&b&使用dlib提取面部标志&/b&&/h2&&p&&br&&/p&&p&本脚本使用 dlib 的 Python bindings 来提取面部标志：&/p&&p&&br&&/p&&figure&&img src=&https://pic2.zhimg.com/v2-1c6f65abeb25b3b834b65_b.jpg& data-caption=&& data-size=&normal& data-rawwidth=&881& data-rawheight=&462& data-watermark=&& data-original-src=&& data-watermark-src=&& data-private-watermark-src=&& data-tags=&politic& class=&origin_image zh-lightbox-thumb& width=&881& data-original=&https://pic2.zhimg.com/v2-1c6f65abeb25b3b834b65_r.jpg&&&/figure&&p&&br&&/p&&p&dlib 实现了 Vahid Kazemi 和 Josephine Sullivan 所著论文《One Millisecond Face Alignment with an Ensemble of Regression Tree》一文中描述的算法。算法本身非常复杂，但是通过 dlib的接口实现它非常简单：&/p&&p&&br&&/p&&div class=&highlight&&&pre&&code class=&language-python&&&span class=&n&&PREDICTOR_PATH&/span& &span class=&o&&=&/span& &span class=&s&&&/home/matt/dlib-18.16/shape_predictor_68_face_landmarks.dat&&/span&
&span class=&n&&detector&/span& &span class=&o&&=&/span& &span class=&n&&dlib&/span&&span class=&o&&.&/span&&span class=&n&&get_frontal_face_detector&/span&&span class=&p&&()&/span&
&span class=&n&&predictor&/span& &span class=&o&&=&/span& &span class=&n&&dlib&/span&&span class=&o&&.&/span&&span class=&n&&shape_predictor&/span&&span class=&p&&(&/span&&span class=&n&&PREDICTOR_PATH&/span&&span class=&p&&)&/span&
&span class=&k&&def&/span& &span class=&nf&&get_landmarks&/span&&span class=&p&&(&/span&&span class=&n&&im&/span&&span class=&p&&):&/span&
&span class=&n&&rects&/span& &span class=&o&&=&/span& &span class=&n&&detector&/span&&span class=&p&&(&/span&&span class=&n&&im&/span&&span class=&p&&,&/span& &span class=&mi&&1&/span&&span class=&p&&)&/span&
&span class=&k&&if&/span& &span class=&nb&&len&/span&&span class=&p&&(&/span&&span class=&n&&rects&/span&&span class=&p&&)&/span& &span class=&o&&&&/span& &span class=&mi&&1&/span&&span class=&p&&:&/span&
&span class=&k&&raise&/span& &span class=&n&&TooManyFaces&/span&
&span class=&k&&if&/span& &span class=&nb&&len&/span&&span class=&p&&(&/span&&span class=&n&&rects&/span&&span class=&p&&)&/span& &span class=&o&&==&/span& &span class=&mi&&0&/span&&span class=&p&&:&/span&
&span class=&k&&raise&/span& &span class=&n&&NoFaces&/span&
&span class=&k&&return&/span& &span class=&n&&numpy&/span&&span class=&o&&.&/span&&span class=&n&&matrix&/span&&span class=&p&&([[&/span&&span class=&n&&p&/span&&span class=&o&&.&/span&&span class=&n&&x&/span&&span class=&p&&,&/span& &span class=&n&&p&/span&&span class=&o&&.&/span&&span class=&n&&y&/span&&span class=&p&&]&/span& &span class=&k&&for&/span& &span class=&n&&p&/span& &span class=&ow&&in&/span& &span class=&n&&predictor&/span&&span class=&p&&(&/span&&span class=&n&&im&/span&&span class=&p&&,&/span& &span class=&n&&rects&/span&&span class=&p&&[&/span&&span class=&mi&&0&/span&&span class=&p&&])&/span&&span class=&o&&.&/span&&span class=&n&&parts&/span&&span class=&p&&()])&/span&
&/code&&/pre&&/div&&p&&br&&/p&&p&get_landmarks() 函数 以 numpy 数组的形式接收图像，并返回一个 68x2 的元素矩阵。矩阵的每一行与输入图像中特定特征点的 x，y 坐标相对应。&/p&&p&&br&&/p&&p&特征提取器（predictor）需要一个大概的边界框作为算法的输入。这将由传统的面部检测器（detector）提供。该面部检测器会返回一个矩形列表，其中每一个矩形与图像中的一张人脸相对应。&/p&&p&&br&&/p&&p&生成 predictor 需要预先训练好的模型。该模型可在 dlib sourceforge repository 下载。&/p&&p&&a href=&//link.zhihu.com/?target=https%3A//sourceforge.net/projects/dclib/files/dlib/v18.10/shape_predictor_68_face_landmarks.dat.bz2/download& class=& external& target=&_blank& rel=&nofollow noreferrer&&&span class=&invisible&&https://&/span&&span class=&visible&&sourceforge.net/project&/span&&span class=&invisible&&s/dclib/files/dlib/v18.10/shape_predictor_68_face_landmarks.dat.bz2/download&/span&&span class=&ellipsis&&&/span&&/a&&/p&&p&&br&&/p&&h2&&b&用普氏分析法（Procrustes Analysis）实现人脸对齐&/b&&/h2&&p&&br&&/p&&p&现在我们已经有两个面部标志矩阵，其中的每一行都含有某个面部特征的坐标（如第 30 行给出了鼻尖的坐标）。我们现在只要弄明白如何旋转、平移和缩放第一个向量的所有点，使其尽可能匹配第二个向量中的点。同理，同样的变换可用于将第二张图叠加在第一张图上。&/p&&p&&br&&/p&&p&为使其更加数学化，我们设 T，s 和 R，并求如下等式最小值：&/p&&figure&&img src=&https://pic4.zhimg.com/v2-d6bc28d791bd944a665eba1f71935bf3_b.jpg& data-caption=&& data-size=&normal& data-rawwidth=&276& data-rawheight=&94& data-watermark=&& data-original-src=&& data-watermark-src=&& data-private-watermark-src=&& class=&content_image& width=&276&&&/figure&&p&其中，R 是一个 2x2 的正交矩阵，s 是一个标量，T 是一个二维向量，pi 和 qi 是之前计算出的面部标志矩阵行标和列标。&/p&&p&&br&&/p&&p&事实证明，这类问题用常规普氏分析法（Ordinary Procrustes Analysis）可以解决：&/p&&p&&br&&/p&&div class=&highlight&&&pre&&code class=&language-python&&&span class=&k&&def&/span& &span class=&nf&&transformation_from_points&/span&&span class=&p&&(&/span&&span class=&n&&points1&/span&&span class=&p&&,&/span& &span class=&n&&points2&/span&&span class=&p&&):&/span&
&span class=&n&&points1&/span& &span class=&o&&=&/span& &span class=&n&&points1&/span&&span class=&o&&.&/span&&span class=&n&&astype&/span&&span class=&p&&(&/span&&span class=&n&&numpy&/span&&span class=&o&&.&/span&&span class=&n&&float64&/span&&span class=&p&&)&/span&
&span class=&n&&points2&/span& &span class=&o&&=&/span& &span class=&n&&points2&/span&&span class=&o&&.&/span&&span class=&n&&astype&/span&&span class=&p&&(&/span&&span class=&n&&numpy&/span&&span class=&o&&.&/span&&span class=&n&&float64&/span&&span class=&p&&)&/span&
&span class=&n&&c1&/span& &span class=&o&&=&/span& &span class=&n&&numpy&/span&&span class=&o&&.&/span&&span class=&n&&mean&/span&&span class=&p&&(&/span&&span class=&n&&points1&/span&&span class=&p&&,&/span& &span class=&n&&axis&/span&&span class=&o&&=&/span&&span class=&mi&&0&/span&&span class=&p&&)&/span&
&span class=&n&&c2&/span& &span class=&o&&=&/span& &span class=&n&&numpy&/span&&span class=&o&&.&/span&&span class=&n&&mean&/span&&span class=&p&&(&/span&&span class=&n&&points2&/span&&span class=&p&&,&/span& &span class=&n&&axis&/span&&span class=&o&&=&/span&&span class=&mi&&0&/span&&span class=&p&&)&/span&
&span class=&n&&points1&/span& &span class=&o&&-=&/span& &span class=&n&&c1&/span&
&span class=&n&&points2&/span& &span class=&o&&-=&/span& &span class=&n&&c2&/span&
&span class=&n&&s1&/span& &span class=&o&&=&/span& &span class=&n&&numpy&/span&&span class=&o&&.&/span&&span class=&n&&std&/span&&span class=&p&&(&/span&&span class=&n&&points1&/span&&span class=&p&&)&/span&
&span class=&n&&s2&/span& &span class=&o&&=&/span& &span class=&n&&numpy&/span&&span class=&o&&.&/span&&span class=&n&&std&/span&&span class=&p&&(&/span&&span class=&n&&points2&/span&&span class=&p&&)&/span&
&span class=&n&&points1&/span& &span class=&o&&/=&/span& &span class=&n&&s1&/span&
&span class=&n&&points2&/span& &span class=&o&&/=&/span& &span class=&n&&s2&/span&
&span class=&n&&U&/span&&span class=&p&&,&/span& &span class=&n&&S&/span&&span class=&p&&,&/span& &span class=&n&&Vt&/span& &span class=&o&&=&/span& &span class=&n&&numpy&/span&&span class=&o&&.&/span&&span class=&n&&linalg&/span&&span class=&o&&.&/span&&span class=&n&&svd&/span&&span class=&p&&(&/span&&span class=&n&&points1&/span&&span class=&o&&.&/span&&span class=&n&&T&/span& &span class=&o&&*&/span& &span class=&n&&points2&/span&&span class=&p&&)&/span&
&span class=&n&&R&/span& &span class=&o&&=&/span& &span class=&p&&(&/span&&span class=&n&&U&/span& &span class=&o&&*&/span& &span class=&n&&Vt&/span&&span class=&p&&)&/span&&span class=&o&&.&/span&&span class=&n&&T&/span&
&span class=&k&&return&/span& &span class=&n&&numpy&/span&&span class=&o&&.&/span&&span class=&n&&vstack&/span&&span class=&p&&([&/span&&span class=&n&&numpy&/span&&span class=&o&&.&/span&&span class=&n&&hstack&/span&&span class=&p&&(((&/span&&span class=&n&&s2&/span& &span class=&o&&/&/span& &span class=&n&&s1&/span&&span class=&p&&)&/span& &span class=&o&&*&/span& &span class=&n&&R&/span&&span class=&p&&,&/span&
&span class=&n&&c2&/span&&span class=&o&&.&/span&&span class=&n&&T&/span& &span class=&o&&-&/span& &span class=&p&&(&/span&&span class=&n&&s2&/span& &span class=&o&&/&/span& &span class=&n&&s1&/span&&span class=&p&&)&/span& &span class=&o&&*&/span& &span class=&n&&R&/span& &span class=&o&&*&/span& &span class=&n&&c1&/span&&span class=&o&&.&/span&&span class=&n&&T&/span&&span class=&p&&)),&/span&
&span class=&n&&numpy&/span&&span class=&o&&.&/span&&span class=&n&&matrix&/span&&span class=&p&&([&/span&&span class=&mf&&0.&/span&&span class=&p&&,&/span& &span class=&mf&&0.&/span&&span class=&p&&,&/span& &span class=&mf&&1.&/span&&span class=&p&&])])&/span&
&/code&&/pre&&/div&&p&&br&&/p&&p&我们逐步分析一下代码：&/p&&ol&&li&将输入矩阵转换为浮点型。这也是后续步骤的必要条件。&/li&&li&将每一个点集减去它的矩心。一旦为这两个新的点集找到了一个最佳的缩放和旋转方法，这两个矩心c1和c2就可以用来找到完整的解决方案。&/li&&li&同样，将每一个点集除以它的标准偏差。这消除了缩放偏差。&/li&&li&使用奇异值分解（singular value decomposition）计算旋转部分。请参阅维基百科有关Orthogonal Procrustes Problem的文章，以了解它的具体工作原理。&/li&&li&将整个变换过程以仿射变换矩阵形式返回。&/li&&/ol&&p&&br&&/p&&p&之后，返回结果可以插入 OpenCV 的 cv2.warpAffine 函数，将第二个图片映射到第一个图片上：&/p&&div class=&highlight&&&pre&&code class=&language-python&&&span class=&k&&def&/span& &span class=&nf&&warp_im&/span&&span class=&p&&(&/span&&span class=&n&&im&/span&&span class=&p&&,&/span& &span class=&n&&M&/span&&span class=&p&&,&/span& &span class=&n&&dshape&/span&&span class=&p&&):&/span&
&span class=&n&&output_im&/span& &span class=&o&&=&/span& &span class=&n&&numpy&/span&&span class=&o&&.&/span&&span class=&n&&zeros&/span&&span class=&p&&(&/span&&span class=&n&&dshape&/span&&span class=&p&&,&/span& &span class=&n&&dtype&/span&&span class=&o&&=&/span&&span class=&n&&im&/span&&span class=&o&&.&/span&&span class=&n&&dtype&/span&&span class=&p&&)&/span&
&span class=&n&&cv2&/span&&span class=&o&&.&/span&&span class=&n&&warpAffine&/span&&span class=&p&&(&/span&&span class=&n&&im&/span&&span class=&p&&,&/span&
&span class=&n&&M&/span&&span class=&p&&[:&/span&&span class=&mi&&2&/span&&span class=&p&&],&/span&
&span class=&p&&(&/span&&span class=&n&&dshape&/span&&span class=&p&&[&/span&&span class=&mi&&1&/span&&span class=&p&&],&/span& &span class=&n&&dshape&/span&&span class=&p&&[&/span&&span class=&mi&&0&/span&&span class=&p&&]),&/span&
&span class=&n&&dst&/span&&span class=&o&&=&/span&&span class=&n&&output_im&/span&&span class=&p&&,&/span&
&span class=&n&&borderMode&/span&&span class=&o&&=&/span&&span class=&n&&cv2&/span&&span class=&o&&.&/span&&span class=&n&&BORDER_TRANSPARENT&/span&&span class=&p&&,&/span&
&span class=&n&&flags&/span&&span class=&o&&=&/span&&span class=&n&&cv2&/span&&span class=&o&&.&/span&&span class=&n&&WARP_INVERSE_MAP&/span&&span class=&p&&)&/span&
&span class=&k&&return&/span& &span class=&n&&output_im&/span&
&/code&&/pre&&/div&&p&&br&&/p&&h2&&b&校正第二张图片的颜色&/b&&/h2&&p&&br&&/p&&p&如果此时我们试图直接叠加面部特征，很快会发现一个问题：&/p&&p&&br&&/p&&figure&&img src=&https://pic3.zhimg.com/v2-c7edb13a94abfb9a4c14b6_b.jpg& data-size=&normal& data-rawwidth=&742& data-rawheight=&793& data-watermark=&& data-original-src=&& data-watermark-src=&& data-private-watermark-src=&& data-tags=&politic& class=&origin_image zh-lightbox-thumb& width=&742& data-original=&https://pic3.zhimg.com/v2-c7edb13a94abfb9a4c14b6_r.jpg&&&figcaption&这样肯定是没法儿看的...&/figcaption&&/figure&&figure&&img src=&https://pic1.zhimg.com/v2-ccb414c53518a4cbbc20b2c_b.jpg& data-caption=&& data-size=&normal& data-rawwidth=&225& data-rawheight=&224& data-watermark=&& data-original-src=&& data-watermark-src=&& data-private-watermark-src=&& data-tags=&politic emoji& class=&content_image& width=&225&&&/figure&&p&两幅图像之间不同的&b&肤色&/b&和&b&光线&/b&造成了覆盖区域边缘的不连续。所以我们尝试修正它：&/p&&p&&br&&/p&&div class=&highlight&&&pre&&code class=&language-python&&&span class=&n&&COLOUR_CORRECT_BLUR_FRAC&/span& &span class=&o&&=&/span& &span class=&mf&&0.6&/span&
&span class=&n&&LEFT_EYE_POINTS&/span& &span class=&o&&=&/span& &span class=&nb&&list&/span&&span class=&p&&(&/span&&span class=&nb&&range&/span&&span class=&p&&(&/span&&span class=&mi&&42&/span&&span class=&p&&,&/span& &span class=&mi&&48&/span&&span class=&p&&))&/span&
&span class=&n&&RIGHT_EYE_POINTS&/span& &span class=&o&&=&/span& &span class=&nb&&list&/span&&span class=&p&&(&/span&&span class=&nb&&range&/span&&span class=&p&&(&/span&&span class=&mi&&36&/span&&span class=&p&&,&/span& &span class=&mi&&42&/span&&span class=&p&&))&/span&
&span class=&k&&def&/span& &span class=&nf&&correct_colours&/span&&span class=&p&&(&/span&&span class=&n&&im1&/span&&span class=&p&&,&/span& &span class=&n&&im2&/span&&span class=&p&&,&/span& &span class=&n&&landmarks1&/span&&span class=&p&&):&/span&
&span class=&n&&blur_amount&/span& &span class=&o&&=&/span& &span class=&n&&COLOUR_CORRECT_BLUR_FRAC&/span& &span class=&o&&*&/span& &span class=&n&&numpy&/span&&span class=&o&&.&/span&&span class=&n&&linalg&/span&&span class=&o&&.&/span&&span class=&n&&norm&/span&&span class=&p&&(&/span&
&span class=&n&&numpy&/span&&span class=&o&&.&/span&&span class=&n&&mean&/span&&span class=&p&&(&/span&&span class=&n&&landmarks1&/span&&span class=&p&&[&/span&&span class=&n&&LEFT_EYE_POINTS&/span&&span class=&p&&],&/span& &span class=&n&&axis&/span&&span class=&o&&=&/span&&span class=&mi&&0&/span&&span class=&p&&)&/span& &span class=&o&&-&/span&
&span class=&n&&numpy&/span&&span class=&o&&.&/span&&span class=&n&&mean&/span&&span class=&p&&(&/span&&span class=&n&&landmarks1&/span&&span class=&p&&[&/span&&span class=&n&&RIGHT_EYE_POINTS&/span&&span class=&p&&],&/span& &span class=&n&&axis&/span&&span class=&o&&=&/span&&span class=&mi&&0&/span&&span class=&p&&))&/span&
&span class=&n&&blur_amount&/span& &span class=&o&&=&/span& &span class=&nb&&int&/span&&span class=&p&&(&/span&&span class=&n&&blur_amount&/span&&span class=&p&&)&/span&
&span class=&k&&if&/span& &span class=&n&&blur_amount&/span& &span class=&o&&%&/span& &span class=&mi&&2&/span& &span class=&o&&==&/span& &span class=&mi&&0&/span&&span class=&p&&:&/span&
&span class=&n&&blur_amount&/span& &span class=&o&&+=&/span& &span class=&mi&&1&/span&
&span class=&n&&im1_blur&/span& &span class=&o&&=&/span& &span class=&n&&cv2&/span&&span class=&o&&.&/span&&span class=&n&&GaussianBlur&/span&&span class=&p&&(&/span&&span class=&n&&im1&/span&&span class=&p&&,&/span& &span class=&p&&(&/span&&span class=&n&&blur_amount&/span&&span class=&p&&,&/span& &span class=&n&&blur_amount&/span&&span class=&p&&),&/span& &span class=&mi&&0&/span&&span class=&p&&)&/span&
&span class=&n&&im2_blur&/span& &span class=&o&&=&/span& &span class=&n&&cv2&/span&&span class=&o&&.&/span&&span class=&n&&GaussianBlur&/span&&span class=&p&&(&/span&&span class=&n&&im2&/span&&span class=&p&&,&/span& &span class=&p&&(&/span&&span class=&n&&blur_amount&/span&&span class=&p&&,&/span& &span class=&n&&blur_amount&/span&&span class=&p&&),&/span& &span class=&mi&&0&/span&&span class=&p&&)&/span&
&span class=&c&&# Avoid divide-by-zero errors.&/span&
&span class=&n&&im2_blur&/span& &span class=&o&&+=&/span& &span class=&mi&&128&/span& &span class=&o&&*&/span& &span class=&p&&(&/span&&span class=&n&&im2_blur&/span& &span class=&o&&&=&/span& &span class=&mf&&1.0&/span&&span class=&p&&)&/span&
&span class=&k&&return&/span& &span class=&p&&(&/span&&span class=&n&&im2&/span&&span class=&o&&.&/span&&span class=&n&&astype&/span&&span class=&p&&(&/span&&span class=&n&&numpy&/span&&span class=&o&&.&/span&&span class=&n&&float64&/span&&span class=&p&&)&/span& &span class=&o&&*&/span& &span class=&n&&im1_blur&/span&&span class=&o&&.&/span&&span class=&n&&astype&/span&&span class=&p&&(&/span&&span class=&n&&numpy&/span&&span class=&o&&.&/span&&span class=&n&&float64&/span&&span class=&p&&)&/span& &span class=&o&&/&/span&
&span class=&n&&im2_blur&/span&&span class=&o&&.&/span&&span class=&n&&astype&/span&&span class=&p&&(&/span&&span class=&n&&numpy&/span&&span class=&o&&.&/span&&span class=&n&&float64&/span&&span class=&p&&))&/span&
&/code&&/pre&&/div&&p&&br&&/p&&p&现在效果怎么样？我们瞅瞅：&/p&&p&&br&&/p&&figure&&img src=&https://pic2.zhimg.com/v2-ee7f26f3d07a91ed4ac369_b.jpg& data-size=&normal& data-rawwidth=&742& data-rawheight=&793& data-watermark=&& data-original-src=&& data-watermark-src=&& data-private-watermark-src=&& data-tags=&politic& class=&origin_image zh-lightbox-thumb& width=&742& data-original=&https://pic2.zhimg.com/v2-ee7f26f3d07a91ed4ac369_r.jpg&&&figcaption&这不是更奇怪了么...&/figcaption&&/figure&&figure&&img src=&https://pic4.zhimg.com/v2-2ebdaa3dd9f10ffd76bc3_b.jpg& data-caption=&& data-size=&normal& data-rawwidth=&150& data-rawheight=&150& data-watermark=&& data-original-src=&& data-watermark-src=&& data-private-watermark-src=&& data-tags=&emoji& class=&content_image& width=&150&&&/figure&&p&此函数试图改变图 2 的颜色来匹配图 1，也就是用 im2 除以 im2 的高斯模糊，然后乘以 im1 的高斯模糊。在这里我们使用了颜色平衡（ RGB scaling colour-correction），但不是直接使用全图的常数比例因子，而是采用每个像素的局部比例因子。&/p&&p&&br&&/p&&p&通过这种方法也只能在某种程度上修正两图间的光线差异。比如说，如果图 1 的光线来自某一边，但图 2 的光线非常均匀，校色后图 2 也会出现有一边暗一些的情况。&/p&&p&&br&&/p&&p&也就是说，&b&这是一个相当粗糙的解决方案&/b&，而且关键在于大小适当的高斯内核。如果太小，图 2 中会出现图 1 的面部特征。如果太大，内核会跑到被像素覆盖的面部区域之外，并变色。这里的内核大小为瞳距的 0.6 倍。&/p&&p&&br&&/p&&h2&&b&将图 2 的特征融合到图 1 中&/b&&/h2&&p&&br&&/p&&p&用一个蒙版（mask）来选择图 2 和图 1 应被最终显示的部分：&/p&&p&&br&&/p&&figure&&img src=&https://pic4.zhimg.com/v2-e22c43f4de97cf481d4d553_b.jpg& data-caption=&& data-size=&normal& data-rawwidth=&742& data-rawheight=&793& data-watermark=&& data-original-src=&& data-watermark-src=&& data-private-watermark-src=&& data-tags=&flat_color& class=&origin_image zh-lightbox-thumb& width=&742& data-original=&https://pic4.zhimg.com/v2-e22c43f4de97cf481d4d553_r.jpg&&&/figure&&p&&br&&/p&&p&值为 1 (白色)的地方为图 2 应显示的区域，值为 0 (黑色)的地方为图 1 应显示的区域。值在 0 和 1 之间的地方为图 1 图 2 的混合区域。&/p&&p&&br&&/p&&p&这是生成上述内容的代码：&/p&&p&&br&&/p&&div class=&highlight&&&pre&&code class=&language-python&&&span class=&n&&LEFT_EYE_POINTS&/span& &span class=&o&&=&/span& &span class=&nb&&list&/span&&span class=&p&&(&/span&&span class=&nb&&range&/span&&span class=&p&&(&/span&&span class=&mi&&42&/span&&span class=&p&&,&/span& &span class=&mi&&48&/span&&span class=&p&&))&/span&
&span class=&n&&RIGHT_EYE_POINTS&/span& &span class=&o&&=&/span& &span class=&nb&&list&/span&&span class=&p&&(&/span&&span class=&nb&&range&/span&&span class=&p&&(&/span&&span class=&mi&&36&/span&&span class=&p&&,&/span& &span class=&mi&&42&/span&&span class=&p&&))&/span&
&span class=&n&&LEFT_BROW_POINTS&/span& &span class=&o&&=&/span& &span class=&nb&&list&/span&&span class=&p&&(&/span&&span class=&nb&&range&/span&&span class=&p&&(&/span&&span class=&mi&&22&/span&&span class=&p&&,&/span& &span class=&mi&&27&/span&&span class=&p&&))&/span&
&span class=&n&&RIGHT_BROW_POINTS&/span& &span class=&o&&=&/span& &span class=&nb&&list&/span&&span class=&p&&(&/span&&span class=&nb&&range&/span&&span class=&p&&(&/span&&span class=&mi&&17&/span&&span class=&p&&,&/span& &span class=&mi&&22&/span&&span class=&p&&))&/span&
&span class=&n&&NOSE_POINTS&/span& &span class=&o&&=&/span& &span class=&nb&&list&/span&&span class=&p&&(&/span&&span class=&nb&&range&/span&&span class=&p&&(&/span&&span class=&mi&&27&/span&&span class=&p&&,&/span& &span class=&mi&&35&/span&&span class=&p&&))&/span&
&span class=&n&&MOUTH_POINTS&/span& &span class=&o&&=&/span& &span class=&nb&&list&/span&&span class=&p&&(&/span&&span class=&nb&&range&/span&&span class=&p&&(&/span&&span class=&mi&&48&/span&&span class=&p&&,&/span& &span class=&mi&&61&/span&&span class=&p&&))&/span&
&span class=&n&&OVERLAY_POINTS&/span& &span class=&o&&=&/span& &span class=&p&&[&/span&
&span class=&n&&LEFT_EYE_POINTS&/span& &span class=&o&&+&/span& &span class=&n&&RIGHT_EYE_POINTS&/span& &span class=&o&&+&/span& &span class=&n&&LEFT_BROW_POINTS&/span& &span class=&o&&+&/span& &span class=&n&&RIGHT_BROW_POINTS&/span&&span class=&p&&,&/span&
&span class=&n&&NOSE_POINTS&/span& &span class=&o&&+&/span& &span class=&n&&MOUTH_POINTS&/span&&span class=&p&&,&/span&
&span class=&p&&]&/span&
&span class=&n&&FEATHER_AMOUNT&/span& &span class=&o&&=&/span& &span class=&mi&&11&/span&
&span class=&k&&def&/span& &span class=&nf&&draw_convex_hull&/span&&span class=&p&&(&/span&&span class=&n&&im&/span&&span class=&p&&,&/span& &span class=&n&&points&/span&&span class=&p&&,&/span& &span class=&n&&color&/span&&span class=&p&&):&/span&
&span class=&n&&points&/span& &span class=&o&&=&/span& &span class=&n&&cv2&/span&&span class=&o&&.&/span&&span class=&n&&convexHull&/span&&span class=&p&&(&/span&&span class=&n&&points&/span&&span class=&p&&)&/span&
&span class=&n&&cv2&/span&&span class=&o&&.&/span&&span class=&n&&fillConvexPoly&/span&&span class=&p&&(&/span&&span class=&n&&im&/span&&span class=&p&&,&/span& &span class=&n&&points&/span&&span class=&p&&,&/span& &span class=&n&&color&/span&&span class=&o&&=&/span&&span class=&n&&color&/span&&span class=&p&&)&/span&
&span class=&k&&def&/span& &span class=&nf&&get_face_mask&/span&&span class=&p&&(&/span&&span class=&n&&im&/span&&span class=&p&&,&/span& &span class=&n&&landmarks&/span&&span class=&p&&):&/span&
&span class=&n&&im&/span& &span class=&o&&=&/span& &span class=&n&&numpy&/span&&span class=&o&&.&/span&&span class=&n&&zeros&/span&&span class=&p&&(&/span&&span class=&n&&im&/span&&span class=&o&&.&/span&&span class=&n&&shape&/span&&span class=&p&&[:&/span&&span class=&mi&&2&/span&&span class=&p&&],&/span& &span class=&n&&dtype&/span&&span class=&o&&=&/span&&span class=&n&&numpy&/span&&span class=&o&&.&/span&&span class=&n&&float64&/span&&span class=&p&&)&/span&
&span class=&k&&for&/span& &span class=&n&&group&/span& &span class=&ow&&in&/span& &span class=&n&&OVERLAY_POINTS&/span&&span class=&p&&:&/span&
&span class=&n&&draw_convex_hull&/span&&span class=&p&&(&/span&&span class=&n&&im&/span&&span class=&p&&,&/span&
&span class=&n&&landmarks&/span&&span class=&p&&[&/span&&span class=&n&&group&/span&&span class=&p&&],&/span&
&span class=&n&&color&/span&&span class=&o&&=&/span&&span class=&mi&&1&/span&&span class=&p&&)&/span&
&span class=&n&&im&/span& &span class=&o&&=&/span& &span class=&n&&numpy&/span&&span class=&o&&.&/span&&span class=&n&&array&/span&&span class=&p&&([&/span&&span class=&n&&im&/span&&span class=&p&&,&/span& &span class=&n&&im&/span&&span class=&p&&,&/span& &span class=&n&&im&/span&&span class=&p&&])&/span&&span class=&o&&.&/span&&span class=&n&&transpose&/span&&span class=&p&&((&/span&&span class=&mi&&1&/span&&span class=&p&&,&/span& &span class=&mi&&2&/span&&span class=&p&&,&/span& &span class=&mi&&0&/span&&span class=&p&&))&/span&
&span class=&n&&im&/span& &span class=&o&&=&/span& &span class=&p&&(&/span&&span class=&n&&cv2&/span&&span class=&o&&.&/span&&span class=&n&&GaussianBlur&/span&&span class=&p&&(&/span&&span class=&n&&im&/span&&span class=&p&&,&/span& &span class=&p&&(&/span&&span class=&n&&FEATHER_AMOUNT&/span&&span class=&p&&,&/span& &span class=&n&&FEATHER_AMOUNT&/span&&span class=&p&&),&/span& &span class=&mi&&0&/span&&span class=&p&&)&/span& &span class=&o&&&&/span& &span class=&mi&&0&/span&&span class=&p&&)&/span& &span class=&o&&*&/span& &span class=&mf&&1.0&/span&
&span class=&n&&im&/span& &span class=&o&&=&/span& &span class=&n&&cv2&/span&&span class=&o&&.&/span&&span class=&n&&GaussianBlur&/span&&span class=&p&&(&/span&&span class=&n&&im&/span&&span class=&p&&,&/span& &span class=&p&&(&/span&&span class=&n&&FEATHER_AMOUNT&/span&&span class=&p&&,&/span& &span class=&n&&FEATHER_AMOUNT&/span&&span class=&p&&),&/span& &span class=&mi&&0&/span&&span class=&p&&)&/span&
&span class=&k&&return&/span& &span class=&n&&im&/span&
&span class=&n&&mask&/span& &span class=&o&&=&/span& &span class=&n&&get_face_mask&/span&&span class=&p&&(&/span&&span class=&n&&im2&/span&&span class=&p&&,&/span& &span class=&n&&landmarks2&/span&&span class=&p&&)&/span&
&span class=&n&&warped_mask&/span& &span class=&o&&=&/span& &span class=&n&&warp_im&/span&&span class=&p&&(&/span&&span class=&n&&mask&/span&&span class=&p&&,&/span& &span class=&n&&M&/span&&span class=&p&&,&/span& &span class=&n&&im1&/span&&span class=&o&&.&/span&&span class=&n&&shape&/span&&span class=&p&&)&/span&
&span class=&n&&combined_mask&/span& &span class=&o&&=&/span& &span class=&n&&numpy&/span&&span class=&o&&.&/span&&span class=&n&&max&/span&&span class=&p&&([&/span&&span class=&n&&get_face_mask&/span&&span class=&p&&(&/span&&span class=&n&&im1&/span&&span class=&p&&,&/span& &span class=&n&&landmarks1&/span&&span class=&p&&),&/span& &span class=&n&&warped_mask&/span&&span class=&p&&],&/span&
&span class=&n&&axis&/span&&span class=&o&&=&/span&&span class=&mi&&0&/span&&span class=&p&&)&/span&
&/code&&/pre&&/div&&p&&br&&/p&&p&我们来分析一下：&/p&&ul&&li&常规的 get_face_mask() 函数定义是：为一张图像和一个标志矩阵生成一个蒙版。蒙版会画出两个白色的凸多边形：一个是眼睛周围的区域，一个是鼻子和嘴部周围的区域。之后，蒙版的边缘区域向外羽化 11 个像素，这可以帮助消除剩下的不连续部分。&/li&&li&为图 1 图 2 生成面部蒙版。使用与步骤 2 中的转换，可以使图 2 的蒙版转换至图 1 的坐标空间。&/li&&li&之后，对所有元素取最大值操作，将这两个蒙版合二为一。这样做是为了保证图 1 的特征也能被覆盖的同时图 2 特征能显示出来。&/li&&/ul&&p&&br&&/p&&p&最后，将蒙版应用于最终图像：&/p&&p&&br&&/p&&div class=&highlight&&&pre&&code class=&language-python&&&span class=&n&&output_im&/span& &span class=&o&&=&/span& &span class=&n&&im1&/span& &span class=&o&&*&/span& &span class=&p&&(&/span&&span class=&mf&&1.0&/span& &span class=&o&&-&/span& &span class=&n&&combined_mask&/span&&span class=&p&&)&/span& &span class=&o&&+&/span& &span class=&n&&warped_corrected_im2&/span& &span class=&o&&*&/span& &span class=&n&&combined_mask&/span&
&/code&&/pre&&/div&&p&&br&&/p&&figure&&img src=&https://pic1.zhimg.com/v2-11110dbafd64116e1dae5d5c09d689e4_b.jpg& data-size=&normal& data-rawwidth=&742& data-rawheight=&793& data-watermark=&& data-original-src=&& data-watermark-src=&& data-private-watermark-src=&& data-tags=&politic& class=&origin_image zh-lightbox-thumb& width=&742& data-original=&https://pic1.zhimg.com/v2-11110dbafd64116e1dae5d5c09d689e4_r.jpg&&&figcaption&哈，换脸成功！&/figcaption&&/figure&&figure&&img src=&https://pic1.zhimg.com/v2-fedcd9be2f3f728dc3d1ccb8_b.jpg& data-caption=&& data-size=&normal& data-rawwidth=&119& data-rawheight=&129& data-watermark=&& data-original-src=&& data-watermark-src=&& data-private-watermark-src=&& data-tags=&politic& class=&content_image& width=&119&&&/figure&&p&&b&附：本项目代码地址：&/b&&/p&&p&&a href=&//link.zhihu.com/?target=https%3A//github.com/matthewearl/faceswap/blob/master/faceswap.py& class=& external& target=&_blank& rel=&nofollow noreferrer&&&span class=&invisible&&https://&/span&&span class=&visible&&github.com/matthewearl/&/span&&span class=&invisible&&faceswap/blob/master/faceswap.py&/span&&span class=&ellipsis&&&/span&&/a&&/p&&hr&&blockquote&&b&&i&参考资料：&/i&&/b& &b&&i&&a href=&//link.zhihu.com/?target=https%3A//matthewearl.github.io//switching-eds-with-python/& class=& external& target=&_blank& rel=&nofollow noreferrer&&&span class=&invisible&&https://&/span&&span class=&visible&&matthewearl.github.io/2&/span&&span class=&invisible&&015/07/28/switching-eds-with-python/&/span&&span class=&ellipsis&&&/span&&/a&&/i&&/b&&/blockquote&&p&&br&&/p&&p&&b&集智AI课堂将于 4 月 9 号停止售课，需要报名的同学不要错过，这可能是今年最好的转入人工智能行业的契机了，等你~&/b&&/p&&figure&&img src=&https://pic4.zhimg.com/v2-8cf50391bcadffb_b.jpg& data-caption=&& data-size=&small& data-rawwidth=&750& data-rawheight=&1334& data-watermark=&& data-original-src=&& data-watermark-src=&& data-private-watermark-src=&& data-qrcode-value=&https://h5.youzan.com/v2/home/U5eAeeuRD2?common%2Furl%2Fcreate=&showcase%2Fhomepage=&scan=3&from=kdt& data-tags=&qrcode& class=&origin_image zh-lightbox-thumb& width=&750& data-original=&https://pic4.zhimg.com/v2-8cf50391bcadffb_r.jpg&&&/figure&
还记得吗？去年冬天，在国外 AI 圈有个事情闹得很火：知名论坛 Reddit 上忽然出现一个叫 deepfakes 的大神，借助神经网络实现了人脸替换，让一些好莱坞女星“出演”了 AV。 后来根据这个项目又衍生了一个叫 FakeAPP 的桌面应用，可以让尼古拉斯·凯奇这样的…
&p&这是桌面&/p&&figure&&img src=&https://pic1.zhimg.com/v2-60d031b55d41f67bad04f4_b.jpg& data-caption=&& data-size=&normal& data-rawwidth=&1366& data-rawheight=&768& class=&origin_image zh-lightbox-thumb& width=&1366& data-original=&https://pic1.zhimg.com/v2-60d031b55d41f67bad04f4_r.jpg&&&/figure&&figure&&img src=&https://pic1.zhimg.com/v2-98b9f7bff2abab88f3e02e98e515697c_b.jpg& data-caption=&& data-size=&normal& data-rawwidth=&449& data-rawheight=&296& class=&origin_image zh-lightbox-thumb& width=&449& data-original=&https://pic1.zhimg.com/v2-98b9f7bff2abab88f3e02e98e515697c_r.jpg&&&/figure&&p&1.首先potplayer视频播放器&/p&&figure&&img src=&https://pic1.zhimg.com/v2-ac139a67b2b0c_b.jpg& data-caption=&& data-size=&normal& data-rawwidth=&411& data-rawheight=&411& class=&content_image& width=&411&&&/figure&&p&支持变速，可以节省大量时间&/p&&p&2.搜索神器everything&/p&&figure&&img src=&https://pic2.zhimg.com/v2-bed7c78c8a91_b.jpg& data-caption=&& data-size=&normal& data-rawwidth=&794& data-rawheight=&660& class=&origin_image zh-lightbox-thumb& width=&794& data-original=&https://pic2.zhimg.com/v2-bed7c78c8a91_r.jpg&&&/figure&&p&十分快捷方便&/p&&p&3.ccleaner&/p&&figure&&img src=&https://pic3.zhimg.com/v2-85aca80aef5a0e1f884b59dbfd65afca_b.jpg& data-caption=&& data-size=&normal& data-rawwidth=&803& data-rawheight=&692& class=&origin_image zh-lightbox-thumb& width=&803& data-original=&https://pic3.zhimg.com/v2-85aca80aef5a0e1f884b59dbfd65afca_r.jpg&&&/figure&&p&清理软件之中口碑很好的&/p&&p&4.calibre&/p&&figure&&img src=&https://pic4.zhimg.com/v2-02e2fc34c03e1cbf92642b_b.jpg& data-caption=&& data-size=&normal& data-rawwidth=&1070& data-rawheight=&724& class=&origin_image zh-lightbox-thumb& width=&1070& data-original=&https://pic4.zhimg.com/v2-02e2fc34c03e1cbf92642b_r.jpg&&&/figure&&p&kindle格式转换神器&/p&&p&5.Yomail&/p&&figure&&img src=&https://pic4.zhimg.com/v2-60e6bafbae92b5f23d8ab_b.jpg& data-caption=&& data-size=&normal& data-rawwidth=&1075& data-rawheight=&587& class=&origin_image zh-lightbox-thumb& width=&1075& data-original=&https://pic4.zhimg.com/v2-60e6bafbae92b5f23d8ab_r.jpg&&&/figure&&p&一款邮件应用支持多邮箱绑定&/p&&p&6.百度网盘就不说了&/p&&p&7.bandzip&/p&&figure&&img src=&https://pic2.zhimg.com/v2-42e245f193ae966ba4ce9_b.jpg& data-caption=&& data-size=&normal& data-rawwidth=&817& data-rawheight=&594& class=&origin_image zh-lightbox-thumb& width=&817& data-original=&https://pic2.zhimg.com/v2-42e245f193ae966ba4ce9_r.jpg&&&/figure&&p&解压软件界面特别简洁清爽同类型的推荐7-zip&/p&&p&8.印象笔记&/p&&figure&&img src=&https://pic1.zhimg.com/v2-151e7d6fff8_b.jpg& data-caption=&& data-size=&normal& data-rawwidth=&1366& data-rawheight=&727& class=&origin_image zh-lightbox-thumb& width=&1366& data-original=&https://pic1.zhimg.com/v2-151e7d6fff8_r.jpg&&&/figure&&p&可与印象笔记chrome浏览器的扩展程序搭配使用随时记录自己认为有用的信息&/p&&p&同类型的有有道云笔记&/p&&p&9.火绒安全软件&/p&&figure&&img src=&https://pic3.zhimg.com/v2-4cf321e21ddd_b.jpg& data-caption=&& data-size=&normal& data-rawwidth=&801& data-rawheight=&510& class=&origin_image zh-lightbox-thumb& width=&801& data-original=&https://pic3.zhimg.com/v2-4cf321e21ddd_r.jpg&&&/figure&&p&炒鸡有良心的国产杀毒软件&/p&&p&论实力我们来看一则报道&/p&&a href=&//link.zhihu.com/?target=https%3A//laod.cn/news/tengxun-tuiguang.html& data-draft-node=&block& data-draft-type=&link-card& data-image=&https://pic4.zhimg.com/v2-6c94efea2ae893_180x120.jpg& data-image-width=&1280& data-image-height=&908& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&腾讯都怂了，我们还在忍受哪些诱导推广行为？&/a&&p&10.幕布&/p&&figure&&img src=&https://pic3.zhimg.com/v2-e3bb83fd7f42be78c5aa_b.jpg& data-caption=&& data-size=&normal& data-rawwidth=&720& data-rawheight=&321& class=&origin_image zh-lightbox-thumb& width=&720& data-original=&https://pic3.zhimg.com/v2-e3bb83fd7f42be78c5aa_r.jpg&&&/figure&&p&思维导图软件适合读书笔记，每日规划&/p&&p&11.星愿浏览器&/p&&figure&&img src=&https://pic1.zhimg.com/v2-f121de417fbe2e_b.jpg& data-caption=&& data-size=&normal& data-rawwidth=&1365& data-rawheight=&727& class=&origin_image zh-lightbox-thumb& width=&1365& data-original=&https://pic1.zhimg.com/v2-f121de417fbe2e_r.jpg&&&/figure&&p&也是我在用的浏览器其漫画模式十分好用，内置chrome内核&/p&&p&12.eagleget&/p&&figure&&img src=&https://pic3.zhimg.com/v2-58dce694b476_b.jpg& data-caption=&& data-size=&normal& data-rawwidth=&802& data-rawheight=&595& class=&origin_image zh-lightbox-thumb& width=&802& data-original=&https://pic3.zhimg.com/v2-58dce694b476_r.jpg&&&/figure&&p&一款高颜值的下载软件可焕肤&/p&&p&13.snipaste&/p&&figure&&img src=&https://pic3.zhimg.com/v2-9edabbacfa66640c2dddae_b.jpg& data-caption=&& data-size=&normal& data-rawwidth=&1366& data-rawheight=&627& class=&origin_image zh-lightbox-thumb& width=&1366& data-original=&https://pic3.zhimg.com/v2-9edabbacfa66640c2dddae_r.jpg&&&/figure&&p&截图贴图专用&/p&&p&14.网易云音乐&/p&&figure&&img src=&https://pic3.zhimg.com/v2-ddce8d611c0be4f0e5ddd07e8fe43e42_b.jpg& data-caption=&& data-size=&normal& data-rawwidth=&364& data-rawheight=&177& class=&content_image& width=&364&&&/figure&&p&一款口碑爆棚的国产音乐软件不过版权比较少&/p&&p&15.qq轻聊版&/p&&figure&&img src=&https://pic1.zhimg.com/v2-88eb8f08edeec_b.jpg& data-caption=&& data-size=&normal& data-rawwidth=&432& data-rawheight=&329& class=&origin_image zh-lightbox-thumb& width=&432& data-original=&https://pic1.zhimg.com/v2-88eb8f08edeec_r.jpg&&&/figure&&p&使qq更加轻盈不再臃肿&/p&&p&16.steam&/p&&figure&&img src=&https://pic2.zhimg.com/v2-791b64e0cde257bbb9c7d1_b.jpg& data-caption=&& data-size=&normal& data-rawwidth=&1366& data-rawheight=&624& class=&origin_image zh-lightbox-thumb& width=&1366& data-original=&https://pic2.zhimg.com/v2-791b64e0cde257bbb9c7d1_r.jpg&&&/figure&&p&一款正版游戏下载平台&/p&&p&适量游戏就好，可能会使钱包阵亡。【有需要的朋友可以关注一下steam的打折日】&/p&&p&&br&&/p&&p&桌面的话&/p&&p&upupoo和rainmeter&/p&&figure&&img src=&https://pic3.zhimg.com/v2-9d0dd39afac7f732f0881a_b.jpg& data-caption=&& data-size=&normal& data-rawwidth=&1366& data-rawheight=&628& class=&origin_image zh-lightbox-thumb& width=&1366& data-original=&https://pic3.zhimg.com/v2-9d0dd39afac7f732f0881a_r.jpg&&&/figure&&p&动态的桌面壁纸免费的，steam有一个正版的付费wallpaper。&/p&&p&upupoo的同学在使用时如果电脑配置差一些的话可以选择视频，网页的刷新率太高了，cpu占用很高，电脑会很卡的。&/p&&p&&br&&/p&&p&rainmeter&/p&&figure&&img src=&https://pic1.zhimg.com/v2-aa6f8cbc8aae_b.jpg& data-caption=&& data-size=&normal& data-rawwidth=&1358& data-rawheight=&631& class=&origin_image zh-lightbox-thumb& width=&1358& data-original=&https://pic1.zhimg.com/v2-aa6f8cbc8aae_r.jpg&&&/figure&&p&让你的桌面更加炫酷&/p&
这是桌面1.首先potplayer视频播放器支持变速，可以节省大量时间2.搜索神器everything十分快捷方便3.ccleaner清理软件之中口碑很好的4.calibrekindle格式转换神器5.Yomail一款邮件应用支持多邮箱绑定6.百度网盘就不说了7.bandzip解压软件界面特别简洁清爽同…
&figure&&img src=&https://pic4.zhimg.com/v2-3f93b0d1e4_b.jpg& data-rawwidth=&1024& data-rawheight=&576& class=&origin_image zh-lightbox-thumb& width=&1024& data-original=&https://pic4.zhimg.com/v2-3f93b0d1e4_r.jpg&&&/figure&&p&&b&大家好，我是睡眠不良的果然聪。&/b&&/p&&p&&br&&/p&&p&前几天，大梦老师向我推荐了一款短视频app，我抱着好奇的心态下载了，结果连续好几个晚上，都在黑着眼圈刷这个app。&/p&&p&&br&&/p&&p&认识一下，就是最近很火的短视频软件——抖音.&/p&&figure&&img src=&https://pic3.zhimg.com/v2-a0156dfdac41a2bfd3ed9_b.jpg& data-size=&normal& data-rawwidth=&946& data-rawheight=&943& class=&origin_image zh-lightbox-thumb& width=&946& data-original=&https://pic3.zhimg.com/v2-a0156dfdac41a2bfd3ed9_r.jpg&&&figcaption&没错就是这款魔性的app&/figcaption&&/figure&&p&&br&&/p&&p&自从下载了抖音，我就觉得环游了全世界、摄影技能直线上升、一天能参加上百场婚礼、瞬间变美食达人、生活技能不断提升、各种语言都会一点……抖音真是开阔了眼界，然后几个小时就过去了…….&/p&&p&&br&&/p&&p&我们先来认识一下抖音，这是一款今日头条旗下的短视频app，面向的是大部分年轻的群体。&/p&&figure&&img src=&https://pic4.zhimg.com/v2-cbc2bb2ec6e9f29ec2efb5fb_b.jpg& data-caption=&& data-size=&normal& data-rawwidth=&1080& data-rawheight=&377& class=&origin_image zh-lightbox-thumb& width=&1080& data-original=&https://pic4.zhimg.com/v2-cbc2bb2ec6e9f29ec2efb5fb_r.jpg&&&/figure&&p&抖音的功能十分简单，要在下方的“+”进行视频的添加或拍摄，拍摄可以分段拍摄，最长15秒。&/p&&figure&&img src=&https://pic2.zhimg.com/v2-711f40bafafc3acb0af2964d_b.jpg& data-caption=&& data-size=&normal& data-rawwidth=&1080& data-rawheight=&823& class=&origin_image zh-lightbox-thumb& width=&1080& data-original=&https://pic2.zhimg.com/v2-711f40bafafc3acb0af2964d_r.jpg&&&/figure&&p&&br&&/p&&p&接着是添加一系列音乐和滤镜，在拍摄视频阶段，还可以调整视频的速度，添加滤镜、分段拍摄等等。&/p&&figure&&img src=&https://pic2.zhimg.com/v2-be6e0f86bccb0e067cc9_b.jpg& data-caption=&& data-size=&normal& data-rawwidth=&635& data-rawheight=&1128& class=&origin_image zh-lightbox-thumb& width=&635& data-original=&https://pic2.zhimg.com/v2-be6e0f86bccb0e067cc9_r.jpg&&&/figure&&p&&br&&/p&&p&音乐算是抖音的招牌，这里有很多轻（mo）快（xing）的音乐。&/p&&figure&&img src=&https://pic1.zhimg.com/v2-1b8137628bca439ee897db94ac5aad26_b.jpg& data-caption=&& data-size=&normal& data-rawwidth=&802& data-rawheight=&561& class=&origin_image zh-lightbox-thumb& width=&802& data-original=&https://pic1.zhimg.com/v2-1b8137628bca439ee897db94ac5aad26_r.jpg&&&/figure&&p&&br&&/p&&p&抖音让我的音乐库有丰富连起来，比如海草海草~记得去阅读原文点击链接，我已经帮大家打包好了抖音洗脑音乐了。&/p&&p&&br&&/p&&p&最后只要输出即可，视频博主能看到自己作品的浏览量，访问者只能看到点赞数。&/p&&figure&&img src=&https://pic2.zhimg.com/v2-19ceb9ed0bcfd4db80b665_b.jpg& data-caption=&& data-size=&normal& data-rawwidth=&1080& data-rawheight=&1805& class=&origin_image zh-lightbox-thumb& width=&1080& data-original=&https://pic2.zhimg.com/v2-19ceb9ed0bcfd4db80b665_r.jpg&&&/figure&&p&首页展示的是一些关注博主的视频，或者一些热门视频推荐。如果想寻找其他博主、，只需点击上方的搜索按钮即可。&/p&&figure&&img src=&https://pic1.zhimg.com/v2-22a8ff7e172fa86ffc332eb8f78ce940_b.jpg& data-caption=&& data-size=&normal& data-rawwidth=&644& data-rawheight=&295& class=&origin_image zh-lightbox-thumb& width=&644& data-original=&https://pic1.zhimg.com/v2-22a8ff7e172fa86ffc332eb8f78ce940_r.jpg&&&/figure&&p&&br&&/p&&p&搜索过程中还可以根据用户、挑战、音乐等类别来进行搜索。&/p&&figure&&img src=&https://pic1.zhimg.com/v2-b089ccb6ee2f4_b.jpg& data-caption=&& data-size=&normal& data-rawwidth=&1080& data-rawheight=&616& class=&origin_image zh-lightbox-thumb& width=&1080& data-original=&https://pic1.zhimg.com/v2-b089ccb6ee2f4_r.jpg&&&/figure&&p&&br&&/p&&p&另外对于一些不错的博主，我们除了关注，还可以查看他关注了什么人，这样可以了解更多的视野。&/p&&figure&&img src=&https://pic1.zhimg.com/v2-cbb9f1f030a9d45e5729_b.jpg& data-caption=&& data-size=&normal& data-rawwidth=&1080& data-rawheight=&814& class=&origin_image zh-lightbox-thumb& width=&1080& data-original=&https://pic1.zhimg.com/v2-cbb9f1f030a9d45e5729_r.jpg&&&/figure&&p&&br&&/p&&p&不可否认，抖音延伸了大家的眼界，丰富了我们的感官，世界这么大，抖音精彩占一半。作为一个抖音深度中毒用户，这里打算向大家推荐一些优质的视频博主。&/p&&p&&br&&/p&&h2&&b&一、学习与技巧类&/b&&/h2&&p&对于前段时间刚出来的四六级成绩，想必大家有喜有忧。不过，英语确实是一门值得学习的语言，这里就推荐几位以英语为主的语言类博主。&/p&&p&&br&&/p&&p&&b&1、零基础英语专业教学&/b&&/p&&p&这是一位英语专业八级的博主所制作的视频教程，主要发布的是一些常用的单词以及其发音。&/p&&figure&&img src=&https://pic1.zhimg.com/v2-c3eb989dce6fabd9269b0c_b.jpg& data-caption=&& data-size=&normal& data-rawwidth=&1080& data-rawheight=&1553& class=&origin_image zh-lightbox-thumb& width=&1080& data-original=&https://pic1.zhimg.com/v2-c3eb989dce6fabd9269b0c_r.jpg&&&/figure&&p&这位博主每个视频都会换一只签字笔来教你度单词，读音也很标准。&/p&&figure&&img src=&https://pic3.zhimg.com/v2-9beef08c3fa141da394b773_b.jpg& data-caption=&& data-size=&normal& data-rawwidth=&743& data-rawheight=&1162& class=&origin_image zh-lightbox-thumb& width=&743& data-original=&https://pic3.zhimg.com/v2-9beef08c3fa141da394b773_r.jpg&&&/figure&&p&&br&&/p&&p&&b&2、之昊will&/b&&/p&&p&一个自带搞笑氛围的英语博主，比较实用的是其中发布的5个万能英文面试模板。&/p&&figure&&img src=&https://pic1.zhimg.com/v2-be844729aed694ea04cb7c17c9f1b852_b.jpg& data-caption=&& data-size=&normal& data-rawwidth=&750& data-rawheight=&1076& class=&origin_image zh-lightbox-thumb& width=&750& data-original=&https://pic1.zhimg.com/v2-be844729aed694ea04cb7c17c9f1b852_r.jpg&&&/figure&&figure&&img src=&https://pic2.zhimg.com/v2-44ed7a748bd_b.jpg& data-caption=&& data-size=&normal& data-rawwidth=&1080& data-rawheight=&597& class=&origin_image zh-lightbox-thumb& width=&1080& data-original=&https://pic2.zhimg.com/v2-44ed7a748bd_r.jpg&&&/figure&&p&万能英文面试模板&/p&&p&&br&&/p&&p&&b&3、说英语的苏菲小姐姐&/b&&/p&&p&制作了100多份英语单词、句子教程，非常实用。&/p&&figure&&img src=&https://pic2.zhimg.com/v2-e3a0dc9ca0bce602f6cf1_b.jpg& data-caption=&& data-size=&normal& data-rawwidth=&1080& data-rawheight=&1920& class=&origin_image zh-lightbox-thumb& width=&1080& data-original=&https://pic2.zhimg.com/v2-e3a0dc9ca0bce602f6cf1_r.jpg&&&/figure&&p&&br&&/p&&p&&b&4、Excel技巧&/b&&/p&&p&这位博主提供了许多工作生活中实用的Excel小技巧。比如如何在Excel里制作一个抽奖的模型等等。&/p&&figure&&img src=&https://pic1.zhimg.com/v2-6f_b.jpg& data-caption=&& data-size=&normal& data-rawwidth=&1080& data-rawheight=&1920& class=&origin_image zh-lightbox-thumb& width=&1080& data-original=&https://pic1.zhimg.com/v2-6f_r.jpg&&&/figure&&figure&&img src=&https://pic3.zhimg.com/v2-a5c204ab4cf3e276d26e14b5cebe335a_b.jpg& data-caption=&& data-size=&normal& data-rawwidth=&600& data-rawheight=&979& class=&origin_image zh-lightbox-thumb& width=&600& data-original=&https://pic3.zhimg.com/v2-a5c204ab4cf3e276d26e14b5cebe335a_r.jpg&&&/figure&&p&&br&&/p&&p&&b&5、办公软件教学&/b&&/p&&p&一位专注WPS办公软件教学的博主，提供了许基础有用的软件教学。&/p&&figure&&img src=&https://pic3.zhimg.com/v2-e66f4e79fafea_b.jpg& data-caption=&& data-size=&normal& data-rawwidth=&597& data-rawheight=&583& class=&origin_image zh-lightbox-thumb& width=&597& data-original=&https://pic3.zhimg.com/v2-e66f4e79fafea_r.jpg&&&/figure&&p&&br&&/p&&p&&b&6、圆猫&/b&&/p&&p&一位专门制作iPhone实用小技巧的博主，在这里，你可以把你的iPhone手机功能最大化。&/p&&figure&&img src=&https://pic2.zhimg.com/v2-b676d459d39a219f37df0_b.jpg& data-caption=&& data-size=&normal& data-rawwidth=&609& data-rawheight=&601& class=&origin_image zh-lightbox-thumb& width=&609& data-original=&https://pic2.zhimg.com/v2-b676d459d39a219f37df0_r.jpg&&&/figure&&p&&br&&/p&&figure&&img src=&https://pic1.zhimg.com/v2-8d7b88c7f6e086bfe86e_b.jpg& data-caption=&& data-size=&normal& data-rawwidth=&1080& data-rawheight=&764& class=&origin_image zh-lightbox-thumb& width=&1080& data-original=&https://pic1.zhimg.com/v2-8d7b88c7f6e086bfe86e_r.jpg&&&/figure&&p&&br&&/p&&p&比如手机充电头充当简易支架&/p&&p&&br&&/p&&p&&b&7、AI鸭科技&/b&&/p&&p&这位博主每天都会更新一些实用好玩的手机技巧和一些数码产品的使用体验。&/p&&figure&&img src=&https://pic1.zhimg.com/v2-8bbfa93b7ea9b529a4c5d61_b.jpg& data-caption=&& data-size=&normal& data-rawwidth=&1080& data-rawheight=&1812& class=&origin_image zh-lightbox-thumb& width=&1080& data-original=&https://pic1.zhimg.com/v2-8bbfa93b7ea9b529a4c5d61_r.jpg&&&/figure&&figure&&img src=&https://pic3.zhimg.com/v2-ad42bb602a2a30cfab3f_b.jpg& data-caption=&& data-size=&normal& data-rawwidth=&1080& data-rawheight=&607& class=&origin_image zh-lightbox-thumb& width=&1080& data-original=&https://pic3.zhimg.com/v2-ad42bb602a2a30cfab3f_r.jpg&&&/figure&&p&鼠标使用体验 &/p&&p&&br&&/p&&p&&b&8、MR生活小技巧&/b&&/p&&p&这里有你日常生活中需要用到的大开脑洞的小技巧，有了它，你的生活至少能有趣很多，比如如何制作橙汁喷雾器、手机支架的快速制作方式等等。&/p&&figure&&img src=&https://pic3.zhimg.com/v2-85af7ffa506e6147ccf2ea33f501a7ec_b.jpg& data-caption=&& data-size=&normal& data-rawwidth=&1080& data-rawheight=&1860& class=&origin_image zh-lightbox-thumb& width=&1080& data-original=&https://pic3.zhimg.com/v2-85af7ffa506e6147ccf2ea33f501a7ec_r.jpg&&&/figure&&figure&&img src=&https://pic1.zhimg.com/v2-63fefadcb3c3e6a10e422_b.jpg& data-caption=&& data-size=&normal& data-rawwidth=&1080& data-rawheight=&608& class=&origin_image zh-lightbox-thumb& width=&1080& data-original=&https://pic1.zhimg.com/v2-63fefadcb3c3e6a10e422_r.jpg&&&/figure&&p&如何正确挤橙子&/p&&p&&br&&/p&&h2&&b&二、美食类&/b&&/h2&&p&&br&&/p&&p&&b&1、三姐迷你厨房（食玩）&/b&&/p&&p&这是一个能用迷你厨具做菜的美食博主，做菜的地方叫三姐小院，总是能用一些食材做出一些看起来比较美味的美食。&/p&&figure&&img src=&https://pic1.zhimg.com/v2-95b25afdaac015c32c09d4_b.jpg& data-caption=&& data-size=&normal& data-rawwidth=&614& data-rawheight=&565& class=&origin_image zh-lightbox-thumb& width=&614& data-original=&https://pic1.zhimg.com/v2-95b25afdaac015c32c09d4_r.jpg&&&/figure&&p&大家可以仔细关注一下洗锅的工具，竟然是……·&/p&&p&&br&&/p&&figure&&img src=&https://pic4.zhimg.com/v2-4b1a47243aef820c3939c4_b.jpg& data-caption=&& data-size=&normal& data-rawwidth=&350& data-rawheight=&624& data-thumbnail=&https://pic4.zhimg.com/v2-4b1a47243aef820c3939c4_b.jpg& class=&content_image& width=&350&&&/figure&&p&盛油的器皿很奇怪……&/p&&p&&br&&/p&&p&&br&&/p&&p&&b&2、李子柒&/b&&/p&&p&知名的美食视频博主，舌尖上的美食家，经常发布一些让人食欲大增的美食制作教程。看完她的教程仿佛自己已经会做这道菜了一样。推荐他的四道菜肴教程。&/p&&figure&&img src=&https://pic4.zhimg.com/v2-c5124efd3af196b5c6ef69fdce05bb75_b.jpg& data-caption=&& data-size=&normal& data-rawwidth=&615& data-rawheight=&563& class=&origin_image zh-lightbox-thumb& width=&615& data-original=&https://pic4.zhimg.com/v2-c5124efd3af196b5c6ef69fdce05bb75_r.jpg&&&/figure&&figure&&img src=&https://pic3.zhimg.com/v2-0511dce0065f88ecaedb85_b.jpg& data-caption=&& data-size=&normal& data-rawwidth=&640& data-rawheight=&323& data-thumbnail=&https://pic3.zhimg.com/v2-0511dce0065f88ecaedb85_b.jpg& class=&origin_image zh-lightbox-thumb& width=&640& data-original=&https://pic3.zhimg.com/v2-0511dce0065f88ecaedb85_r.jpg&&&/figure&&p&&br&&/p&&figure&&img src=&https://pic2.zhimg.com/v2-597e0efc9ff044e2077eca_b.jpg& data-caption=&& data-size=&normal& data-rawwidth=&640& data-rawheight=&323& data-thumbnail=&https://pic2.zhimg.com/v2-597e0efc9ff044e2077eca_b.jpg& class=&origin_image zh-lightbox-thumb& width=&640& data-original=&https://pic2.zhimg.com/v2-597e0efc9ff044e2077eca_r.jpg&&&/figure&&p&&br&&/p&&p&&b&3、桌饭zhuofun&/b&&/p&&p&能制作各种美食的博主，推荐里面的一道芝士焗鸡胸教程，光看颜值就觉得十分美味。&/p&&figure&&img src=&https://pic3.zhimg.com/v2-04e02d46ab6831fed323d4f9e3588006_b.jpg& data-caption=&& data-size=&normal& data-rawwidth=&631& data-rawheight=&592& class=&origin_image zh-lightbox-thumb& width=&631& data-original=&https://pic3.zhimg.com/v2-04e02d46ab6831fed323d4f9e3588006_r.jpg&&&/figure&&p&&br&&/p&&figure&&img src=&https://pic2.zhimg.com/v2-bbdfaad1c61c_b.jpg& data-caption=&& data-size=&normal& data-rawwidth=&640& data-rawheight=&361& data-thumbnail=&https://pic2.zhimg.com/v2-bbdfaad1c61c_b.jpg& class=&origin_image zh-lightbox-thumb& width=&640& data-original=&https://pic2.zhimg.com/v2-bbdfaad1c61c_r.jpg&&&/figure&&p&&br&&/p&&p&超好吃&/p&&p&&br&&/p&&p&&b&4、不赶食间&/b&&/p&&p&灵魂美食博主，据说他的教程做出来的美食吃了不会胖。强烈推荐精选的糖醋青梅小脆排教程，魔性的教程加上看着就饿的排骨画面，感觉做出来能吃3碗饭。&/p&&figure&&img src=&https://pic1.zhimg.com/v2-889c7c3fe91674_b.jpg& data-caption=&& data-size=&normal& data-rawwidth=&1080& data-rawheight=&1666& class=&origin_image zh-lightbox-thumb& width=&1080& data-original=&https://pic1.zhimg.com/v2-889c7c3fe91674_r.jpg&&&/figure&&p&&br&&/p&&p&&b&5、咖啡拉花（宫辉）&/b&&/p&&p&这位博主经常发布一些他的咖啡拉花作品或者教程，反正我看了50遍也没学会……&/p&&figure&&img src=&https://pic3.zhimg.com/v2-9d841ccae57ce1f99b85a708a5e16bf8_b.jpg& data-caption=&& data-size=&normal& data-rawwidth=&599& data-rawheight=&828& class=&origin_image zh-lightbox-thumb& width=&599& data-original=&https://pic3.zhimg.com/v2-9d841ccae57ce1f99b85a708a5e16bf8_r.jpg&&&/figure&&p&&br&&/p&&p&&b&6、叫我真贤惠&/b&&/p&&p&真的很贤惠的美食教程博主，看完教程就像吃吃吃。&/p&&p&&br&&/p&&figure&&img src=&https://pic1.zhimg.com/v2-b39cd53e2f56e_b.jpg& data-caption=&& data-size=&normal& data-rawwidth=&604& data-rawheight=&848& class=&origin_image zh-lightbox-thumb& width=&604& data-original=&https://pic1.zhimg.com/v2-b39cd53e2f56e_r.jpg&&&/figure&&p&&br&&/p&&h2&&b&三、旅行类&/b&&/h2&&p&在抖音上真的能游览全世界的美景，从小城到大都会，从公园到大草原，一遍遍刷过来仿佛自己已经环游世界一圈了。&/p&&p&&br&&/p&&p&&b&1、曹梓轩&/b&&/p&&p&推荐这位博主并不仅仅因为他游历全世界的经历，还有他在视频中的配音，有着一股专业播音员的格调，十分舒服，再配上美妙的风景，非常惬意。&/p&&figure&&img src=&https://pic1.zhimg.com/v2-82dd47efebab52d0c4d046f3_b.jpg& data-caption=&& data-size=&normal& data-rawwidth=&641& data-rawheight=&920& class=&origin_image zh-lightbox-thumb& width=&641& data-original=&https://pic1.zhimg.com/v2-82dd47efebab52d0c4d046f3_r.jpg&&&/figure&&p&&b&2、印象&/b&&/p&&p&一位擅长使用延时摄影拍摄视频的旅行博主，视频质量非常高，大片级别。还有我十分欣赏的移轴摄影视频。&/p&&figure&&img src=&https://pic2.zhimg.com/v2-c95eed94314ffa3cee7c_b.jpg& data-caption=&& data-size=&normal& data-rawwidth=&592& data-rawheight=&832& class=&origin_image zh-lightbox-thumb& width=&592& data-original=&https://pic2.zhimg.com/v2-c95eed94314ffa3cee7c_r.jpg&&&/figure&&figure&&img src=&https://pic1.zhimg.com/v2-d5fe7725308d_b.jpg& data-caption=&& data-size=&normal& data-rawwidth=&640& data-rawheight=&360& data-thumbnail=&https://pic1.zhimg.com/v2-d5fe7725308d_b.jpg& class=&origin_image zh-lightbox-thumb& width=&640& data-original=&https://pic1.zhimg.com/v2-d5fe7725308d_r.jpg&&&/figure&&p&&br&&/p&&p&&b&3、上帝之窗（环球旅行地理）&/b&&/p&&p&诚如名字所表现的一样，这位博主为我们展现了世界各地的不少风土人情。&/p&&b&&figure&&img src=&https://pic2.zhimg.com/v2-38008f4dde4b9ef6fc2fee31ca7c0b64_b.jpg& data-caption=&& data-size=&normal& data-rawwidth=&581& data-rawheight=&843& class=&origin_image zh-lightbox-thumb& width=&581& data-original=&https://pic2.zhimg.com/v2-38008f4dde4b9ef6fc2fee31ca7c0b64_r.jpg&&&/figure&&/b&&p&&br&&/p&&p&&b&4、小小莎老师&/b&&/p&&p&一位全职旅行博主，这里不仅有旅行的掠影，还有博主的一些旅行新的和体悟。&/p&&b&&figure&&img src=&https://pic1.zhimg.com/v2-ae785cad1c38edecc87a48_b.jpg& data-caption=&& data-size=&normal& data-rawwidth=&613& data-rawheight=&891& class=&origin_image zh-lightbox-thumb& width=&613& data-original=&https://pic1.zhimg.com/v2-ae785cad1c38edecc87a48_r.jpg&&&/figure&&/b&&p&&br&&/p&&p&&b&5、浪迹伊犁&/b&&/p&&p&这是一位专门拍摄新疆伊犁的摄影博主，每一帧都是手机壁纸，其中最著名的是上过央视的冰之眼（上帝之眼）视频，是一场视觉享受。&/p&&figure&&img src=&https://pic1.zhimg.com/v2-82c5b5b401e4bb82273e65dee9c67713_b.jpg& data-caption=&& data-size=&normal& data-rawwidth=&600& data-rawheight=&855& class=&origin_image zh-lightbox-thumb& width=&600& data-original=&https://pic1.zhimg.com/v2-82c5b5b401e4bb82273e65dee9c67713_r.jpg&&&/figure&&figure&&img src=&https://pic1.zhimg.com/v2-b4b88fe91e0fccc6bcaaba_b.jpg& data-caption=&& data-size=&normal& data-rawwidth=&1080& data-rawheight=&586& class=&origin_image zh-lightbox-thumb& width=&1080& data-original=&https://pic1.zhimg.com/v2-b4b88fe91e0fccc6bcaaba_r.jpg&&&/figure&&p&&br&&/p&&h2&&b&四、摄影类&/b&&/h2&&p&1、拍照自修室&/p&&p&一个经常发布摄影黑魔法的博主，通常是一些手机就可以做出来的神奇特效，是我比较喜欢的一位充满想象力的博主。&/p&&figure&&img src=&https://pic1.zhimg.com/v2-f107ef7248333_b.jpg& data-caption=&& data-size=&normal& data-rawwidth=&592& data-rawheight=&977& class=&origin_image zh-lightbox-thumb& width=&592& data-original=&https://pic1.zhimg.com/v2-f107ef7248333_r.jpg&&&/figure&&p&&br&&/p&&p&关注她的微博就可以收到教程~&/p&&p&&br&&/p&&p&&b&2、拍照小技巧&/b&&/p&&p&男孩子们注意了，如果还在为女朋友报怨“有个不会拍照的男朋友是一种怎样的体验“的话，那么这个博主可能会拯救你。这是一位教你如何把女孩子拍的漂亮的博主，教程多多，赶紧学起来。&/p&&figure&&img src=&https://pic3.zhimg.com/v2-1b5e44ab08_b.jpg& data-caption=&& data-size=&normal& data-rawwidth=&597& data-rawheight=&979& class=&origin_image zh-lightbox-thumb& width=&597& data-original=&https://pic3.zhimg.com/v2-1b5e44ab08_r.jpg&&&/figure&&p&单身狗就跳过看下一个吧……&/p&&p&&br&&/p&&p&&b&3、拍照角度分享&/b&&/p&&p&这位良心的博主总结了生活旅行中各种场景的拍摄技巧，比如如何拍出好看的游客照、街头拍照、户外拍照等等。&/p&&figure&&img src=&https://pic4.zhimg.com/v2-d79febbed37378bc97ced3780abbe034_b.jpg& data-caption=&& data-size=&normal& data-rawwidth=&611& data-rawheight=&839& class=&origin_image zh-lightbox-thumb& width=&611& data-original=&https://pic4.zhimg.com/v2-d79febbed37378bc97ced3780abbe034_r.jpg&&&/figure&&p&&br&&/p&&h2&&b&五、其他&/b&&/h2&&p&抖音上还有其他有趣、搞怪、神秘的博主，这里再简单推荐几个。&/p&&p&&br&&/p&&p&&b&1、大头大头下雨不愁&/b&&/p&&p&一个有趣的博主，同时也是一个宠（e）爱（gao）11岁妹妹的哥哥，比如用辣条叫妹妹起床、怎么骗出妹妹是不是有男朋友……一系列视频的背后，其实也包含着哥哥对妹妹的爱。&/p&&figure&&img src=&https://pic3.zhimg.com/v2-99fdba4ffea28_b.jpg& data-caption=&& data-size=&normal& data-rawwidth=&604& data-rawheight=&875& class=&origin_image zh-lightbox-thumb& width=&604& data-original=&https://pic3.zhimg.com/v2-99fdba4ffea28_r.jpg&&&/figure&&p&&br&&/p&&p&&br&&/p&&p&&b&2、小宇哥Aaron&/b&&/p&&p&这位博主似乎已经把他整个工作室的同事都撩了一遍，想学甜言蜜语的可以call这位博主。&/p&&figure&&img src=&https://pic3.zhimg.com/v2-a9c50a665f08e87944b5_b.jpg& data-caption=&& data-size=&normal& data-rawwidth=&605& data-rawheight=&869& class=&origin_image zh-lightbox-thumb& width=&605& data-original=&https://pic3.zhimg.com/v2-a9c50a665f08e87944b5_r.jpg&&&/figure&&p&想撩妹的看过来~ &/p&&p&&br&&/p&&p&&b&3、连音社&/b&&/p&&p&抖音上十分火的街头音乐者，一胖一瘦的组合，十分接地气。&/p&&figure&&img src=&https://pic2.zhimg.com/v2-2d6fe649f2e5fb09c177c_b.jpg& data-caption=&& data-size=&normal& data-rawwidth=&598& d