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ReactとAutoMLで エンジニアの顔判定してみた
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Yasuto Tanaka
May 27, 2019
Technology
1.6k
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ReactとAutoMLで エンジニアの顔判定してみた
React.js meetup #7 (LT会)で発表した資料です。
Yasuto Tanaka
May 27, 2019
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Transcript
Re a c t ͱ A u t o M
L Ͱ Τ ϯ δχ Ξ ͷ إ ఆ ͯ͠ Έ ͨ ! 1 ాதɹହే(@kinnikutu79)
ࣗ 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 ͢
ͪ ΐ ͬ ͱ ʹ ͳ ͬ ͨ
ը ૾ ʢ T B S ܥ υ ϥ Ϛ ʮ ࢲ ఆ ࣌ Ͱ ؼ Γ · ͢ ʯ ͷ ొ ਓ ʣ
None
ϑ ϩ ϯ τ Τ ϯ υ ͬ Ά ͍
إ i s Կ ʁ
Re a c t ͱ A u t o M
L Ͱ ఆ γε ςϜ Λ ࡞ ͬͯ Έ Α ͏ ʂ
ೝূใΛ࣋ͨͤΔͭΓ͕ͩͬͨෆཁ͔ʁ ֓ ཁ ਤ ࡱӨͨ͠إࣸਅΛૹΔ ఆ݁Ռ ࡱӨͨ͠إࣸਅΛૹΔ ఆ݁Ռ σϓϩΠ
! 8 ϑ ϩ ϯ τ Τ ϯ υ •
React • TypeScript • Prettier • ESLint
! 9 ඳը෦ ͜Ε͚ͩ Re a c t ί ʔ
υ ൈ ਮ ʢϯίʔυͰ͢·Μʣ AutoMLͱͷೖग़ྗϞδϡʔϧ
ը ૾ ྨ ( C l o u d
A u t o M L Vi s i o n ) ը૾ೝࣝϞσϧ͕ࣗ࡞Ͱ͖ΔCloudαʔϏε ʢGoogleఏڙʣ label: ϑϩϯτΤϯυ label: όοΫΤϯυ
• Firebase Hosting Λͬͯ؆୯ͳσ ϓϩΠڥΛߏங • Firebase Cloud Functions Ͱೝূ
ใΛཧʢෆཁ͔ͩͬͨʣ α ʔό α Π υ
https://tranquil-marker-241605.firebaseapp.com/ ࣮ ࡍ ͷ ը ໘
• ՄೳੑΛײͨ͡ • React͔ͬͯͯ͠͠ͳΜͰग़དྷΔʁ ։ ൃ ͯ͠ Έ ͨ ײ
• ՄೳੑΛײͨ͡ • React͔ͬͯͯ͠͠ͳΜͰग़དྷΔʁ • ESLint, PrettierͷઃఆΊΜͲ͍͘͞ ։ ൃ ͯ͠
Έ ͨ ײ ʢϫΠΈ͍ͨͳβίʔμʔ͕ϯίϛοτ͠ͳ͍Α͏ ʹઃఆͯ͘͠Ε͍ͯΔฐࣾͷਆΤϯδχΞʹײँʣ
ϑϩϯτʢESLint, Prettierআ͘ʣ αʔόʔαΠυ ը૾ೝࣝϞσϧ࡞ ͦͷଞΞΧϯτͷઃఆͳͲ ࡞ ۀ ࣌ ؒ :
3࣌ؒ : 3࣌ؒ : 2࣌ؒ : 10࣌ؒ ߹ܭͨͬͨͷ18࣌ؒʂ
࡞ ͬ ͨ Ϟ σϧ Ͱ ༡ ΜͰ ͠ ·
ͬ ͨ ࣌ ؒ ଌఆෆೳ Ωʘζ°)ŧŖƃ
ͪ ͳ Έ ʹ ඒ ྠ ͞ Μ ϑ
ϩ ϯ τ Τ ϯ υ Τ ϯ δχ Ξ إ Ͱ ͢ ͜͏ ͍ ͏ ͷ Ͱ ༡ ΜͰ ͨ
ͪ ͳ Έ ʹ ඒ ྠ ͞ Μ ϑ
ϩ ϯ τ Τ ϯ υ Τ ϯ δχ Ξ إ Ͱ ͢ ϑϩϯτΤϯυఆ99.3% !!! ͜͏ ͍ ͏ ͷ Ͱ ༡ ΜͰ ͨ
ͪ ͳ Έ ʹ ඒ ྠ ͞ Μ ϑ
ϩ ϯ τ Τ ϯ υ Τ ϯ δχ Ξ إ Ͱ ͢ ϑϩϯτΤϯυΤϯδχΞإ ͪ ͳ Έ ʹ ྫ ͷ ൴
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
͝ ਗ਼ ௌ ͋ Γ ͕ ͱ ͏ ͝
͟ ͍ · ͠ ͨ ! 21