機械学習でできることをまとめていきます。

機械学習でできることカタログ

顔写真にメイクできる

1枚の写真から顔の3D形状をある程度復元できる

人種、性別、年齢を予測する

Talking Face Generation: 人の顔写真を動かせる

人の各部位の解析

任意の画像にタグをつけられる

便利ツール

検閲バーを検出できる。

美しさのスコアをつけられる

<p><span class="embed-block zenn-embedded zenn-embedded-link-card"><iframe id="zenn-embedded__91d4bc1300023" src="https://embed.zenn.studio/link-card#zenn-embedded__91d4bc1300023" data-content="https%3A%2F%2Fopenaccess.thecvf.com%2Fcontent%2FWACV2021%2Fpapers%2FKarkkainen_FairFace_Face_Attribute_Dataset_for_Balanced_Race_Gender_and_Age_WACV_2021_paper.pdf" frameborder="0" scrolling="no" loading="lazy"></iframe></span><a href="https://openaccess.thecvf.com/content/WACV2021/papers/Karkkainen_FairFace_Face_Attribute_Dataset_for_Balanced_Race_Gender_and_Age_WACV_2021_paper.pdf" style="display:none" target="_blank" rel="nofollow noopener noreferrer">https://openaccess.thecvf.com/content/WACV2021/papers/Karkkainen_FairFace_Face_Attribute_Dataset_for_Balanced_Race_Gender_and_Age_WACV_2021_paper.pdf</a><br style="display:none">
<span class="embed-block zenn-embedded zenn-embedded-link-card"><iframe id="zenn-embedded__94e108fd53816" src="https://embed.zenn.studio/link-card#zenn-embedded__94e108fd53816" data-content="https%3A%2F%2Fgithub.com%2Fserengil%2Fdeepface" frameborder="0" scrolling="no" loading="lazy"></iframe></span><a href="https://github.com/serengil/deepface" style="display:none" target="_blank" rel="nofollow noopener noreferrer">https://github.com/serengil/deepface</a></p>
<p><span class="embed-block zenn-embedded zenn-embedded-link-card"><iframe id="zenn-embedded__43b8028d1b69b" src="https://embed.zenn.studio/link-card#zenn-embedded__43b8028d1b69b" data-content="https%3A%2F%2Fgithub.com%2Fnhshin-mcl%2FMWR" frameborder="0" scrolling="no" loading="lazy"></iframe></span><a href="https://github.com/nhshin-mcl/MWR" style="display:none" target="_blank" rel="nofollow noopener noreferrer">https://github.com/nhshin-mcl/MWR</a></p>
<p><span class="embed-block zenn-embedded zenn-embedded-link-card"><iframe id="zenn-embedded__ad0b66f4a40e7" src="https://embed.zenn.studio/link-card#zenn-embedded__ad0b66f4a40e7" data-content="https%3A%2F%2Fgithub.com%2Fyiminglin-ai%2Fimdb-clean" frameborder="0" scrolling="no" loading="lazy"></iframe></span><a href="https://github.com/yiminglin-ai/imdb-clean" style="display:none" target="_blank" rel="nofollow noopener noreferrer">https://github.com/yiminglin-ai/imdb-clean</a><br style="display:none">
<span class="embed-block zenn-embedded zenn-embedded-link-card"><iframe id="zenn-embedded__98c8ceecf7bbc" src="https://embed.zenn.studio/link-card#zenn-embedded__98c8ceecf7bbc" data-content="https%3A%2F%2Fgithub.com%2Fibug-group%2Ffpage" frameborder="0" scrolling="no" loading="lazy"></iframe></span><a href="https://github.com/ibug-group/fpage" style="display:none" target="_blank" rel="nofollow noopener noreferrer">https://github.com/ibug-group/fpage</a></p>
<p><span class="embed-block zenn-embedded zenn-embedded-link-card"><iframe id="zenn-embedded__2c5546332de9d" src="https://embed.zenn.studio/link-card#zenn-embedded__2c5546332de9d" data-content="https%3A%2F%2Fgithub.com%2FWillBrennan%2FAgeRegression" frameborder="0" scrolling="no" loading="lazy"></iframe></span><a href="https://github.com/WillBrennan/AgeRegression" style="display:none" target="_blank" rel="nofollow noopener noreferrer">https://github.com/WillBrennan/AgeRegression</a><br style="display:none">
<span class="embed-block zenn-embedded zenn-embedded-link-card"><iframe id="zenn-embedded__5bfeb5dec6ce8" src="https://embed.zenn.studio/link-card#zenn-embedded__5bfeb5dec6ce8" data-content="https%3A%2F%2Fgithub.com%2FJingchunCheng%2FAll-Age-Faces-Dataset" frameborder="0" scrolling="no" loading="lazy"></iframe></span><a href="https://github.com/JingchunCheng/All-Age-Faces-Dataset" style="display:none" target="_blank" rel="nofollow noopener noreferrer">https://github.com/JingchunCheng/All-Age-Faces-Dataset</a></p>


機械学習

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