ReactとAutoMLでエンジニアの顔判定してみた

by Yasuto Tanaka

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Re a c t ͱ A u t o M L Ͱ Τ ϯ δχ Ξ ͷ إ ൑ ఆ ͯ͠ Έ ͨ ! 1 ాதɹହే(@kinnikutu79)

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ࣗ ݾ ঺ հ ! 2 • ג ࣜ ձ ࣾ ήʔϜ ΤΠ τ ॴ ଐ • Re a c t / N ex t . j s / Ru b y / Ra i l s Λ ࢖ ͬͯ ͍ · ͢ • Re a c t / LT ڞ ʹ ॳ ৺ ऀ Ͱ ͢

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ͪ ΐ ͬ ͱ ࿩ ୊ ʹ ͳ ͬ ͨ ը ૾ ʢ T B S ܥ υ ϥ Ϛ ʮ ࢲ ఆ ࣌ Ͱ ؼ Γ · ͢ ʯ ͷ ొ ৔ ਓ ෺ ʣ

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ϑ ϩ ϯ τ Τ ϯ υ ͬ Ά ͍ إ i s Կ ʁ

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Re a c t ͱ A u t o M L   Ͱ   ൑ ఆ γε ςϜ Λ ࡞ ͬͯ Έ Α ͏ ʂ

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ೝূ৘ใΛ࣋ͨͤΔͭ΋Γ͕ͩͬͨෆཁ͔ʁ ֓ ཁ ਤ ࡱӨͨ͠إࣸਅΛૹΔ ൑ఆ݁Ռ ࡱӨͨ͠إࣸਅΛૹΔ ൑ఆ݁Ռ σϓϩΠ

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! 8 ϑ ϩ ϯ τ Τ ϯ υ • React • TypeScript • Prettier • ESLint

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! 9 ඳը෦ ͜Ε͚ͩ Re a c t ί ʔ υ ൈ ਮ ʢ΢ϯίʔυͰ͢·Μʣ AutoMLͱͷೖग़ྗϞδϡʔϧ

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ը ૾ ෼ ྨ ( C l o u d A u t o M L Vi s i o n ) ը૾ೝࣝϞσϧ͕ࣗ࡞Ͱ͖ΔCloudαʔϏε ʢGoogleఏڙʣ label: ϑϩϯτΤϯυ label: όοΫΤϯυ

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• Firebase Hosting Λ࢖ͬͯ؆୯ͳσ ϓϩΠ؀ڥΛߏங • Firebase Cloud Functions Ͱೝূ৘ ใΛ؅ཧʢෆཁ͔ͩͬͨ΋ʣ α ʔό α Π υ

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https://tranquil-marker-241605.firebaseapp.com/ ࣮ ࡍ ͷ ը ໘

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• ՄೳੑΛײͨ͡ • Reactͬͯ΋͔ͯ͠͠ͳΜͰ΋ग़དྷΔʁ ։ ൃ ͯ͠ Έ ͨ ײ ૝

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• ՄೳੑΛײͨ͡ • Reactͬͯ΋͔ͯ͠͠ͳΜͰ΋ग़དྷΔʁ • ESLint, PrettierͷઃఆΊΜͲ͍͘͞ ։ ൃ ͯ͠ Έ ͨ ײ ૝ ʢϫΠΈ͍ͨͳβίʔμʔ͕΢ϯίϛοτ͠ͳ͍Α͏ ʹઃఆͯ͘͠Ε͍ͯΔฐࣾͷਆΤϯδχΞʹײँʣ

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ϑϩϯτʢESLint, Prettierআ͘ʣ αʔόʔαΠυ ը૾ೝࣝϞσϧ࡞੒ ͦͷଞΞΧ΢ϯτͷઃఆͳͲ ࡞ ۀ ࣌ ؒ : 3࣌ؒ : 3࣌ؒ : 2࣌ؒ : 10࣌ؒ ߹ܭͨͬͨͷ18࣌ؒʂ

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࡞ ͬ ͨ Ϟ σϧ Ͱ ༡ ΜͰ ͠ · ͬ ͨ ࣌ ؒ ଌఆෆೳ Ωʘζ°)ŧŖƃ

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ͪ ͳ Έ ʹ ඒ ྠ ͞ Μ ͸ ϑ ϩ ϯ τ Τ ϯ υ Τ ϯ δχ Ξ إ Ͱ ͢ ͜͏ ͍ ͏ ͷ Ͱ ༡ ΜͰ ͨ

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ͪ ͳ Έ ʹ ඒ ྠ ͞ Μ ͸ ϑ ϩ ϯ τ Τ ϯ υ Τ ϯ δχ Ξ إ Ͱ ͢ ϑϩϯτΤϯυ൑ఆ99.3% !!! ͜͏ ͍ ͏ ͷ Ͱ ༡ ΜͰ ͨ

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ͪ ͳ Έ ʹ ඒ ྠ ͞ Μ ͸ ϑ ϩ ϯ τ Τ ϯ υ Τ ϯ δχ Ξ إ Ͱ ͢ ϑϩϯτΤϯυΤϯδχΞإ ͪ ͳ Έ ʹ ྫ ͷ ൴ ͸

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Τ ϯ δχ Ξ ͞ Μ ͷ إ ը ૾ σ ʔ λ ઈ ࢍ ू Ί த ʂ ʂ   ʢ ࠙ ਌ ձ Ͱ ࣸ ਅ औ Β ͤ ͯ ͍ ͨ ͩ ͚Δ ͱ ɺ ͱ ͬͯ ΋ خ ͠ ͍Ͱ ͢ ʣ

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͝ ਗ਼ ௌ ͋ Γ ͕ ͱ ͏ ͝ ͟ ͍ · ͠ ͨ ! 21