Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Sign up for free
Menu
Search
Features
All features
Private URLs
Password Protection
Custom URLS
Scheduled publishing
Remove Branding
Restrict embedding
Deck Collections
Notes
Features
All features
Private URLs
Password Protection
Custom URLS
Scheduled publishing
Remove Branding
Restrict embedding
Deck Collections
Notes
Explore
Featured decks
Featured speakers
Programming
Technology
Storyboards
Explore
Featured decks
Featured speakers
Programming
Technology
Storyboards
Pricing
Search
Sign in
Sign up for free
ReactとAutoMLで エンジニアの顔判定してみた
Search
Sponsored
·
Your Podcast. Everywhere. Effortlessly.
Share. Educate. Inspire. Entertain. You do you. We'll handle the rest.
→
Yasuto Tanaka
May 27, 2019
Technology
1.6k
2
Share
Embed
Copy iframe code
Copy JS code
Copy link
Start on current slide
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
Other Decks in Technology
See All in Technology
【Findyテック文化祭ワークショップ】新卒エンジニア&採用担当と作る、 なりたい姿と今やるべき一歩
dip_tech
PRO
0
150
可視化から始めたAI駆動開発_ochi_ver1.01 / AI-Driven Development Starting with Visualization_ver1.01
yayoi_dd
0
110
PQC移行の今 -- IETF からみた現在地
satokan
4
680
全社共通データ基盤をつくる。ソニーのDatabricks活用とデータガバナンス設計の裏側
sony
0
250
IR Today: Theory, Practice, and Agents
dtunkelang
0
260
AI coding 整合正規方法
philipz
0
570
AIエージェント時代のPlatform as a Product —— テックリードがPdMとして回す発見・導入・計測 / Platform as a Product in the AI Agent Era
toshi0607
1
530
TiDBファミリーにDWHが新登場!! TiDB最新情報 / TiDB update 202609
yoshiakiyamasaki
0
160
Meet AgentCore Identity Consent Portal
hironobuiga
2
130
10年欲しかった音楽管理アプリを、AIと一緒に作りはじめた
judau
1
190
HolmesGPTで始めるSREエージェント入門!プラットフォームの障害調査はAIにお任せ 〜
sanghyuk
0
250
行動するAIのためのオントロジー | DevRev — Encraft #26.pdf
dvrv_tknrszk
1
610
Featured
See All Featured
Evolving SEO for Evolving Search Engines
ryanjones
0
300
Optimising Largest Contentful Paint
csswizardry
37
4k
Why Mistakes Are the Best Teachers: Turning Failure into a Pathway for Growth
auna
0
310
AI Search: Where Are We & What Can We Do About It?
aleyda
0
8k
Designing Dashboards & Data Visualisations in Web Apps
destraynor
232
55k
Why You Should Never Use an ORM
jnunemaker
PRO
61
10k
Connecting the Dots Between Site Speed, User Experience & Your Business [WebExpo 2025]
tammyeverts
11
1k
It's Worth the Effort
3n
188
29k
Building a Modern Day E-commerce SEO Strategy
aleyda
45
9.2k
Believing is Seeing
oripsolob
1
230
Ten Tips & Tricks for a 🌱 transition
stuffmc
1
240
GraphQLとの向き合い方2022年版
quramy
50
15k
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