Androidの 顔検出API 笑顔判定 は「笑いながら怒る人」をどう認識するか

こんなのが公開されています.

Google Play サービスでの顔検出 - Google Developer Japan Blog

顔認識をして「笑顔かどうか」の判定もできる.

image01

公式リファレンスをみてみると.

com.google.android.gms.vision.face.Face

public float getIsSmilingProbability ()

Returns a value between 0.0 and 1.0 giving a probability that the face is smiling.

This returns UNCOMPUTED_PROBABILITY if the probability was not computed. The probability is not computed if smile classification is not enabled via setClassificationType(int) or the required landmarks are not found. The LEFT_MOUTH, RIGHT_MOUTH, and NOSE_BASE landmarks are required to compute a smile probability.

Returns
the probability that the face is smiling

画像内の顔が笑顔であるかどうかを0から1の数値で取得できます.

Googleの公開しているサンプルをみてみると,

android-vision/FaceGraphic.java at master · googlesamples/android-vision

...
canvas.drawText("happiness: " + String.format("%.2f", face.getIsSmilingProbability()), x - ID_X_OFFSET, y - ID_Y_OFFSET, mIdPaint);
...

カメラに写っている画像にオーバーレイして「happiness: 0.92」のように「笑顔度」を表示します.
1に近いほど笑顔という判定です.

いくつか画像を試してみました.

20150928-145235

20150928-145057

20150928-145340

20150928-144823

20150928-144744

20150928-144605

20150928-144452

20150928-144225

20150928-144123

ほぼ正しく認識します.

では「笑いながら怒る人」はどうなるか.


20150928-145803

笑顔度 0.96 と判定されました.

声とセリフだけが「怒ってる」んですねこの芸って.


話題のコンテンツブロッカー「たった7つの正規表現」なのか?

公開されているドキュメントを眺めつつ,

Safari 9.0 - Whats New

こんなのも眺めつつ.

Safari Content Blocking in iOS 9: a tutorial by example – Hacking with Swift

結局, このAPIにむけて以下のような情報をセットするという.

[
    {
        "action": {
            "type": "block"
        },
        "trigger": {
            "url-filter": "webkit.org/images/icon-gold.png"
        }
    }
]

URLのフィルター文字列に該当する(trigger)とブロックする(action) ということ.

その他のそんなブロック系アプリの情報などをみてみる.

The trigger is made up of several interesting fields that let you specify a broad or narrow match for web content:
url-filter is a regular expression that will be checked against the current site's URL.
url-filter-is-case-sensitive should be either true or false, and decides whether the URL filter is case sensitive. If you don't use this, the URL filter is case insensitive, meaning that "ABC" and "abc" are considered the same.
resource-type is an array containing strings like "style-sheet", "image", "script" and "font", and lets you filter only certain types of media.
load-type is an array of strings. You can use either "first-party" (applies to things loaded from the current site) or "third-party" (applies to things loaded anywhere but the current site).
if-domain and its counterpart unless-domain let you specify one particular website to include or exclude from the URL filter. Remember, the URL filter is run on the entire URL string, not just the domain name.

Writing Adblock Plus filters

文字列をセットすることによりたくさんの「対象」をブロックできるようになり, それらのリストもすでにたくさんまとめられてたりする.

https___easylist-downloads_adblockplus_org_easylist_txt

The Official EasyList Website

ABP Japanese Filters - Subscribe

そういえば, こんな記述が公式ドキュメントにあった.

"url-filter": "https?://(www.)?dailymail.*"

「正規表現」とは、文字列の集合を一つの文字列で表現する方法の一つである。

正規表現 - Wikipedia

祖母が薦めるには以下記事の「7つの正規表現」.

it only uses 7 "rules", that I think someone said must be machine compiled, and it's arriving today on iOS9 as well.

...
// Privacy (03 Apr 2015 17:11 UTC)
/(?:^|\.)(?:0(?:stats|tracker)|1(?:03bees|1nux|2(?:3co(?:mpteur|unt)|mnkys)|-cl0ud|freecounter|pel)|2(?:0(?:0summit|6solutions)|1sme|4(?:7ilabs|counter|log))|3(?:3across|60(?:tag|i)|d(?:live)?stats)|4oney|5(?:1(?:network|yes)|5labs)|7(?:7tracking|bpeople)|99(?:c(?:lick|ounters)|stats)|a(?:013|-counters|\.mobify|a(?:ddzz|n\.amazon)|bc(?:ompteur|stats)|c(?:cessintel|e(?:counter|trk)|s86|t(?:i(?:onallocator|ve(?:-trk7|conversion|meter|prospects|tracker\.activehotels))|nx)|xiom-online)|d(?:buyer|chem(?:ix|y-content|y)|d(?:freestats|lvr)|e(?:lixir|mails)|greed|insight|ku|o(?:betag|ftheyear)|se(?:nsedetective|ttings)|traction|ultblogtoplist|v(?:anced-web-analytics|conversion)|yapper)|ffi(?:liates-pro|n(?:esystems|itymatrix)|stats)|g(?:entinteractive|kn)|i(?:mediagroup|rpr)|kstat|l(?:e(?:nty|xametrics)|kemics|ltracked|tastat|venda|zexa)|m(?:a(?:desa|valet|zingcounters)|bercrow|ikay|xdt)|n(?:a(?:l(?:oganalytics|yt(?:ics(?:-egain|wizard)|k))|metrix|tid3)|dyhoppe|gelfishstats|onymousdmp|tvoice)|p(?:ex(?:stats|two)|ollofind)|qtracker|r(?:cadeweb|kayne|lime|p(?:uonline|xs)|turtrack)|s(?:soctrac|tro-way)|t(?:oshonetwork|raxio|tracta)|u(?:d(?:ience(?:\.visiblemeasures|amplify|iq|rate)|rte)|t(?:horinsights|o(?:-ping|affiliatenetwork)))|v(?:a(?:ntlink|stats)|mws)|w(?:asete|esomelytics))|b(?:a(?:ifendian|ptisttop1000|sicstat)|e(?:acon(?:2\.indieclicktv|\.kmi-us)|bj|e(?:mrdwn|ncounter)|havioralengine|lstat|nchit|sucherzahlen|target)|foleyinteractive|hs4|i(?:gtracker|onicclick|z(?:ible|o))|k(?:rtx|vtrack)|l(?:izzardcheck|o(?:ckmetrics|g(?:104|-stat|counter|meetsbrand|patrol|r(?:ankers|eaderproject)|s(?:counter|ontop)|toplist))|ue(?:cava|kai)|vdstatus)|m(?:23|324|lmedia|metrix)|o(?:omtrain|ts(?:canner|visit)|unce(?:exchange|x))|r(?:cdn|i(?:dgevine|ghtedge|lig)|onto|srvr)|t(?:buckets|static|t(?:rack|tag))|u(?:bblestat|g(?:herd|snag)|rstbeacon|siness\.sharedcount|x1le001)|ytemgdd)|c(?:3(?:metrics|tag)|-o-u-n-t|a(?:dreon|l(?:l(?:ingjustified|measurement|rail)|otag)|mpaigncog|nalstat|phyon-analytics|sh(?:burners|count))|e(?:dexis|lebros-analytics|ntraltag|rtifica|trk)|ftrack|h(?:a(?:nnelintelligence|rt(?:aca|beat))|eezburger-analytics|r(?:ist(?:iantop1000|malicious)|umedia))|ircular-counters|l(?:arity(?:ray|tag)|e(?:a(?:nanalytic|rviewstat)s|v(?:eritics|i))|i(?:ck(?:2meter|-(?:linking|url)|a(?:id|lyz)er|d(?:ensity|imensions)|ening|forensics|inc|m(?:anage|eter)|pathmedia|report|s(?:agen|hif)t|t(?:hru\.lefbc|rack[1s])|zs)|ent\.tahono|x(?:count|py))|oud-exploration|u(?:bcollector|strmaps))|m(?:core|meglobal|ptch)|n(?:etcontentsolutions|xweb|zz)|o(?:2stats|gnitivematch|ll(?:arity|serve)|mp(?:any-target|teur)|n(?:firm(?:ational|it)|t(?:a(?:ctmonkey|dor(?:gratis|web)|toreaccessi)|extly|inue|rol\.cityofcairns)|ver(?:getrack|sion(?:ly|ruler)|t(?:experiments|global|ro)))|oladata|pperegg|r(?:e(?:-cen-54|m(?:etric|otive)s)|mce)|unt(?:by|er(?:-gratis|bot|central|geo|land|s(?:4u|ervis|forlife)|tracker)|his|ing4free|omat|z))|p(?:cmanager|madvisors)|qcounter|r(?:\.loszona|a(?:ftkeys|zyegg)|mmetrixwris|o(?:sswalkmail|wd(?:science|twist))|sspxl)|s(?:bew|data1|i-tracking|s\.aliyun)|t(?:\.(?:itbusinessedge|thegear-box)|nsnet|s(?:-(?:log|secure)\.channelintelligenc|\.(?:businesswir|channelintelligenc))e)|u(?:ntador|stomer(?:conversio|discoverytrack))|xense|y(?:bermonitor|toclause))|d(?:-stats|a(?:counter|ilycaller-alerts|t(?:a(?:\.(?:beyond|imakenews|marketgid)|brain|caciques|feedfile|m)|vantage)|yl(?:ife-analytic|og)s)|c(?:-storm|\.tremormedia)|e(?:17a|cideinteractive|javu\.mlapps|mand(?:base|media\.s3\.amazonaws)|vice9)|gmsearchlab|i(?:d-?it|e-rankliste|ffusion-tracker|gits|mestore|nkstat|rectrdr|s(?:cover-path|playmarketplace|tralytics)|volution)|jers|lrowehtfodne|m(?:analytics1|d53|tr(?:acker|y))|o(?:clix|modomain|ubleverify)|ps-reach|s(?:mmadvantage|p(?:arking|ly))|ti-ranker|u(?:mmy-domain-do-not-change|rocount)|win[12]|yntrk)|e(?:-(?:kaiseki|referrer|zeeinternet)|\.funnymel|a(?:rnitup|sy(?:-hit-counters|counter|hitcounters))|c(?:-track|n5|ommstats(?:\.s3\.amazonaws)?|ustomeropinions)|d(?:ge\.bredg|w\.insideline)|kmpinpoint|l(?:asticbeanstalk|ectusdigital|it(?:e-s001|ics)|oqua)|m(?:a(?:il(?:-(?:match|reflex)|retargeting)|rbox)|ediatrack|ltrk)|n(?:ecto(?:analytics)?|gine(?:212|64)|hance|quisite|sighten|t(?:er-system|icelabs))|p(?:erfectdata|i(?:lot|track)|roof)|reportz|s(?:earchvision|omniture|ta(?:disticasgratis|ra|t))|t(?:ahub|h(?:erealhakai|nio)|r(?:acker|igue)|yper)|u(?:-survey|ro(?:counter|pagerank))|v(?:anetpro|e(?:nt(?:\.loyalty\.bigdoor|tracker\.videostrip)|rgage)|isit(?:analyst|cs2?)|olvemediametrics)|web(?:analytics|counter)|x(?:act(?:ag|target)|clusiveclicks|elator|it(?:intel|monitor)|plore-123|t(?:ole|reme-dm))|zytrack)|f(?:a(?:bricww|ctortg|rmer\.wego|st(?:analytic|ly-analytics|onlineusers|webcounter)|thomseo)|bgdc|e(?:ed(?:ji|perfec)t|tchback)|i(?:litrac|n(?:alid|derlocator)|shhoo|xcounter)|l(?:a(?:gcounter|sh(?:-(?:counter|stat)|adengine|gamestats))|counter|ix(?:360|car|facts)|u(?:ctuo|encymedia|rry)|x(?:pxl|1)|yingpt)|o(?:llowerco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/^(?:(?:sponsor|.+[.-])?ad\d*(?:(?:vert|serv|media|log|rot)[\w-]*)?|pagead|track\w*|click|analytic|counter|metric|(?:\w*web)?stat|aff(?:il\w*)?)s?\d*\.|(?:banner|[^o]traffic)[\w-]*\.|\.doubleclick\.net$|(?:adooza|quantserve|google-analytics|webtrendslive)\.com$/
...

Crystal – iOS 9 ad blocker | Hacker News

ブラウザが取得できる文字列の中には, フィルターの対象として他の文字列も考えられるのだろうが「URLに対しての正規表現が一番効率的に対象を選別できる」のだろう, 知らんけど.

しかし, トロくはねんかな.

コピペでブロックする 「iOS9 広告ブロック」


「Apple が広告をブロック」したというが

img_2937

すべてのネット広告業者に神の裁きを、Apple様の広告ブロックです : 市況かぶ全力2階建

【検証】やっぱりアドブロックでGA無効化は本当だった件

これだけユーザの多いiOSに「広告ブロック機能をつけた」ということですが,

調査母数は少ないが、少なくともGoogle/GDNのadsenseが主な対象であることは、間違いなさそうである。

しかし、「アプリをダウンロードして、設定をしなければならない」ハードルがあり、疑問点として、「有料アプリを購入してまで、広告を非表示にするのか?」がある。

【検証】iOS9の広告ブロック機能は、運用系広告の脅威となるのか? - でぶててのWEB録

幸いにも「iOS 9」の広告をブロックする機能はデフォルトでSafariに実装されるということではなく、iOSデベロッパーが広告ブロック機能を実装できる機能を用意した、ということ。

パソコンの拡張機能と同様に、ユーザーはそのような機能を持つアプリをApp Storeからダウンロードし、広告をブロックできるという意味だ。

ウェブメディアに大打撃?!「iOS 9」、Safariで広告をブロックする機能を実装か?! | gori.me(ゴリミー)

正確にはiOS 9のSafariで「特定のコンテンツをブロックする拡張機能を開発できるようになった」ということのようでした。

iOS 9に「広告ブロック機能」ではなく「Safariの拡張機能としてコンテンツブロック機能を開発できるようになった」が正解 | 男子ハック

Safari 9.0 - Whats New Safari

ネットユーザー
  + iOS
    + ブラウザ
      + Safari ***
      + Chrome
    + アプリ
      + 専用ビューア
      + RSSビューア
  + Android
    + ブラウザ
      + Chrome
    + アプリ
      + 専用ビューア
      + RSSビューア
  + Windows
    ...

結局
「(有料)ブロックアプリで iOS の Safari 上で広告をブロックできる」
ということのみになる.

当然「広告ブロックをブロックする」コンテンツ配信者も登場してくる.

<p id="ads">
<script type="text/javascript"><!--
google_ad_client = "their-ad-code-here";
/* 160x600, droite */
google_ad_slot = "their-ad-code-here";
google_ad_width = 160;
google_ad_height = 600;
//-->
</script>
<script type="text/javascript"
src="http://pagead2.googlesyndication.com/pagead/show_ads.js">
</script>

</p>

<script type="text/javascript"><!--
if(document.getElementsByTagName("iframe").item(0) == null)
{
    document.write("<div style='width:160px; height:600px; padding-top: 280px; margin-left:5px;border:1px solid #000000; text-align:center; font-family:century gothic, arial, helvetica, sans serif;padding-left:5px;padding-right:5px;'>Advertising seems to be blocked by your browser.<br /><br /><span style='font-size:10px'>Please notice that advertising helps us to host the project.<br /><br />If you find these ads intrusive or inappropriate, please contact me.</span><img src='http://www.playonlinux.com/images/abp.jpg' alt='Adblock Plus' /></div>");
}
--></script>

adsense - How to detect Adblock on my website? - Stack Overflow

This code is quite handy if you do not want to wrap your existing Adsense code with a CSS ID or class. it utilizes the fact that Google’s ad code creates an iframe with the id “iframe”. So as long as you don’t already have something on your page with that ID, this’d work for you too.

<script type="text/javascript"><!--
if(document.getElementsByTagName("iframe").item(0) == null)
{
    document.write("TEXT TO DISPLAY IF ADBLOCK IS ACTIVE");
}
--></script>

Ultimate Guide To Detecting AdBlock

WordPress であれば,

WordPress › Ad Blocking Detector « WordPress Plugins

OS上での制御となるので, iPhoneネイティブアプリ開発者向けにも
公開できるように思うが, まずは「限定Safariのみ」の様子見なのか.

当分は, 広告ブロックアプリ開発者だけの一人勝ち?

知らんけど.

コピペでブロックする 「iOS9 広告ブロック」

話題のコンテンツブロッカー「たった7つの正規表現」なのか?