LIXILでキッチンの行動解析をDNNで自動化した話。話のメインはどうやって学習データ揃えたか、というところ。結局実用への適用にはそこが一番の課題となるということがわかる。

stealthinu のブックマーク 2018/04/18 18:10

<blockquote class="hatena-bookmark-comment"><a class="comment-info" href="https://akarinohon.com/text/taketori.cgi/https://b.hatena.ne.jp/entry/362452818/comment/stealthinu" data-user-id="stealthinu" data-entry-url="https://b.hatena.ne.jp/entry/s/logmi.jp/business/articles/279849" data-original-href="https://logmi.jp/business/articles/279849" data-entry-favicon="https://cdn-ak2.favicon.st-hatena.com/64?url=https%3A%2F%2Flogmi.jp%2Fbusiness%2Farticles%2F279849" data-user-icon="/users/stealthinu/profile.png">3ヶ月かかった分析が、自動化で100分の1に　動画解析を効率化する、LIXILのAI活用の舞台裏</a><ul class="comment-tag" style="list-style: none; margin: 0px;"><li style="float: left">[<a href="https://akarinohon.com/text/taketori.cgi/https://b.hatena.ne.jp/q/%25E6%25A9%259F%25E6%25A2%25B0%25E5%25AD%25A6%25E7%25BF%2592">機械学習</a>]</li><li style="float: left">[<a href="https://akarinohon.com/text/taketori.cgi/https://b.hatena.ne.jp/q/deeplearning">deeplearning</a>]</li></ul><br><div class="tategaki" style="margin-top:10px;width:100%;">
<br style="display:none" /><span class="tktr-gyo" style="height:640px;margin:0 19px 180px 22px;font-size:19px;_width:19px;/width:19px;"><span class="latin" style="width:19px;height:19px;">L</span><span class="latin" style="width:19px;height:19px;">I</span><span class="latin" style="width:19px;height:19px;">X</span><span class="latin" style="width:19px;height:19px;">I</span><span class="latin" style="width:19px;height:19px;">L</span><span class="char"">で</span><span class="char"">キ</span><span class="kogaki">ッ</span><span class="char"">チ</span><span class="char"">ン</span><span class="char"">の</span><span class="char"">行</span><span class="char"">動</span><span class="char"">解</span><span class="char"">析</span><span class="char"">を</span><span class="latin" style="width:19px;height:19px;">D</span><span class="latin" style="width:19px;height:19px;">N</span><span class="latin" style="width:19px;height:19px;">N</span><span class="char"">で</span><span class="char"">自</span><span class="char"">動</span><span class="char"">化</span><span class="char"">し</span><span class="char"">た</span><span class="char"">話</span><span class="ku-ten">。</span><span class="char"">話</span><span class="char"">の</span><span class="char"">メ</span><span class="char"">イ</span><span class="char"">ン</span></span><span class="tktr-gyo" style="height:640px;margin:0 0 180px 22px;font-size:19px;_width:19px;/width:19px;"><span class="char"">は</span><span class="char"">ど</span><span class="char"">う</span><span class="char"">や</span><span class="kogaki">っ</span><span class="char"">て</span><span class="char"">学</span><span class="char"">習</span><span class="char"">デ</span><span class="cho-on" style="width:19px;height:19px;">ー</span><span class="char"">タ</span><span class="char"">揃</span><span class="char"">え</span><span class="char"">た</span><span class="char"">か</span><span class="tou-ten">、</span><span class="char"">と</span><span class="char"">い</span><span class="char"">う</span><span class="char"">と</span><span class="char"">こ</span><span class="char"">ろ</span><span class="ku-ten">。</span><span class="char"">結</span><span class="char"">局</span><span class="char"">実</span><span class="char"">用</span><span class="char"">へ</span><span class="char"">の</span><span class="char"">適</span><span class="char"">用</span><span class="char"">に</span></span><span class="tktr-gyo" style="height:640px;margin:0 0 180px 22px;font-size:19px;_width:19px;/width:19px;"><span class="char"">は</span><span class="char"">そ</span><span class="char"">こ</span><span class="char"">が</span><span class="char"">一</span><span class="char"">番</span><span class="char"">の</span><span class="char"">課</span><span class="char"">題</span><span class="char"">と</span><span class="char"">な</span><span class="char"">る</span><span class="char"">と</span><span class="char"">い</span><span class="char"">う</span><span class="char"">こ</span><span class="char"">と</span><span class="char"">が</span><span class="char"">わ</span><span class="char"">か</span><span class="char"">る</span><span class="ku-ten">。</span><br style="display:none" /></span>
<span style="display:block;clear:right"></span></div><a class="datetime" href="https://akarinohon.com/text/taketori.cgi/https://b.hatena.ne.jp/stealthinu/20180418#bookmark-362452818"><span class="datetime-body">2018/04/18 18:10</span></a></blockquote><script src="https://b.st-hatena.com/js/comment-widget.js" charset="utf-8" async></script>

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