Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Features
Speaker Deck
PRO
Sign in
Sign up for free
Search
Search
ML Kit事例紹介 機械学習を活用したプロトタイプアプリの開発
Search
Ryosuke Horie
March 20, 2019
Technology
2
960
ML Kit事例紹介 機械学習を活用したプロトタイプアプリの開発
Ryosuke Horie
March 20, 2019
Tweet
Share
More Decks by Ryosuke Horie
See All by Ryosuke Horie
Androidifyから学ぶFirebase AI Logic SDKの使い方
horie1024
0
12
GitHub Copilot Use Cases at ZOZO
horie1024
1
2k
Miro × ZOZO ZOZOのMiro活用事例紹介
horie1024
0
2.5k
GitHub Copilotは開発者の生産性をどれだけ上げるのか?ZOZOでの全社導入とその効果 / How Much Does GitHub Copilot Improve Developer Productivity? The Company-wide Implementation and Its Effects at ZOZO
horie1024
36
27k
ZOZOTOWNにおける開発生産性向上に関する取り組み / Initiatives to Improve Development Productivity at ZOZOTOWN
horie1024
8
6.5k
How does the Relay connect Android app development and Design?
horie1024
2
2.1k
既存画面の Jetpack Composeでの書き換え: FAANSでの事例紹介 / Case study of rewriting existing screens with Jetpack Compose
horie1024
0
1.9k
スキルマップを作った話 / Create a skills map
horie1024
3
4.6k
Miroを使った開発効率向上のための取り組み / Using Miro Efforts to Improve Development Efficiency
horie1024
0
2.6k
Other Decks in Technology
See All in Technology
allow_retry と Arel.sql / allow_retry and Arel.sql
euglena1215
1
160
オブザーバビリティが広げる AIOps の世界 / The World of AIOps Expanded by Observability
aoto
PRO
0
350
JTCにおける内製×スクラム開発への挑戦〜内製化率95%達成の舞台裏/JTC's challenge of in-house development with Scrum
aeonpeople
0
200
2025年になってもまだMySQLが好き
yoku0825
8
4.7k
テストを軸にした生き残り術
kworkdev
PRO
0
190
Evolución del razonamiento matemático de GPT-4.1 a GPT-5 - Data Aventura Summit 2025 & VSCode DevDays
lauchacarro
0
160
落ちる 落ちるよ サーバーは落ちる
suehiromasatoshi
0
150
Function Body Macros で、SwiftUI の View に Accessibility Identifier を自動付与する/Function Body Macros: Autogenerate accessibility identifiers for SwiftUI Views
miichan
2
180
初めてAWSを使うときのセキュリティ覚書〜初心者支部編〜
cmusudakeisuke
1
240
「全員プロダクトマネージャー」を実現する、Cursorによる仕様検討の自動運転
applism118
20
9.5k
Autonomous Database - Dedicated 技術詳細 / adb-d_technical_detail_jp
oracle4engineer
PRO
4
10k
機械学習を扱うプラットフォーム開発と運用事例
lycorptech_jp
PRO
0
230
Featured
See All Featured
The Power of CSS Pseudo Elements
geoffreycrofte
77
6k
Speed Design
sergeychernyshev
32
1.1k
Connecting the Dots Between Site Speed, User Experience & Your Business [WebExpo 2025]
tammyeverts
8
520
Visualizing Your Data: Incorporating Mongo into Loggly Infrastructure
mongodb
48
9.7k
The Success of Rails: Ensuring Growth for the Next 100 Years
eileencodes
46
7.6k
Intergalactic Javascript Robots from Outer Space
tanoku
272
27k
Chrome DevTools: State of the Union 2024 - Debugging React & Beyond
addyosmani
7
840
We Have a Design System, Now What?
morganepeng
53
7.8k
KATA
mclloyd
32
14k
Raft: Consensus for Rubyists
vanstee
140
7.1k
ピンチをチャンスに:未来をつくるプロダクトロードマップ #pmconf2020
aki_iinuma
126
53k
[RailsConf 2023 Opening Keynote] The Magic of Rails
eileencodes
30
9.7k
Transcript
Copyright © ZOZO Technologies, Inc. All Right Reserved. ػցֶशΛ׆༻ͨ͠ϓϩτλΠϓΞϓϦͷ։ൃ Google
Developers ML Summit Tokyo vol 2 גࣜձࣾ;0;0ςΫϊϩδʔζ ։ൃ෦"OESPJEΤϯδχΞ5FDI-FBE ງߐ྄հ .-,JUࣄྫհ ;0;0ςΫϊϩδʔζͰͷࣄྫ
ϓϩϑΟʔϧ ɾࣗಈԽͱϏʔϧ͕͖ ɾ"OESPJEςετશॻͱ͍͏ຊΛॻ͖·ͨ͠ ɾɹɹɹɹɹ!)PSJF ;0;0ςΫϊϩδʔζ ։ൃ෦"OESPJEΤϯδχΞ5FDI-FBE ງߐ྄հ3ZPTVLF)PSJF Copyright ©
ZOZO Technologies, Inc. All Right Reserved.
Copyright © ZOZO Technologies, Inc. All Rights Reserved. ˓ຊ࠷େڃͷϑΝογϣϯγϣοϐϯάαΠτΞϓϦ ˓
Ҏ্ͷγϣοϓɺ Ҏ্ͷϒϥϯυͷऔΓѻ͍ʢ ݄࣌ʣ ˓ৗ࣌ສҎ্ͷΞΠςϜͱຖฏۉ Ҏ্ͷ৽ண Λܝࡌ ˓ଈૹαʔϏεΪϑτϥοϐϯάαʔϏεπέ͍ͳͲ IUUQ[P[PKQ
Copyright © ZOZO Technologies, Inc. All Rights Reserved. ˓ຊ࠷େڃͷϑΝογϣϯίʔσΟωʔτΞϓϦ ˓
ສμϯϩʔυಥഁɺίʔσΟωʔτߘ૯ສ݅Ҏ ্ʢͱʹ݄࣌ʣ ˓શੈքʢ"QQ4UPSF(PPHMFQMBZ͕ར༻ՄೳͳશͯͷࠃʣͰμ ϯϩʔυ͕Մೳ ˓ສਓҎ্ͷϑΥϩϫʔΛ࣋ͭϢʔβʔʢ8&"3*45"ʣੜ IUUQTXFBSKQ
࣍ Copyright © ZOZO Technologies, Inc. All Right Reserved. wϓϩτλΠϓΞϓϦ
ϑΝογϣϯνΣοΫΞϓϦ ͷհ wγεςϜߏ w.-,JUΛ༻͢ΔϝϦοτ wػցֶशΛΞϓϦ։ൃʹ׆༻͢ΔϝϦοτ w·ͱΊ
Copyright © ZOZO Technologies, Inc. All Right Reserved. ϓϩτλΠϓΞϓϦͷհ
ϑΝογϣϯνΣοΫΞϓϦ Copyright © ZOZO Technologies, Inc. All Right Reserved. wΞϓϦͰࡱӨͨ͠ίʔσΟωʔτը૾Λ࠾
wΫϩεϓϥοτϑΥʔϜ w࠾ʹػցֶशΛ׆༻
ػցֶशͷ׆༻ Copyright © ZOZO Technologies, Inc. All Right Reserved. w.-,JUΛར༻ͨ͠ΦϯσόΠεਪ
Copyright © ZOZO Technologies, Inc. All Right Reserved. σϞ
։ൃͷܦҢ Copyright © ZOZO Technologies, Inc. All Right Reserved. wٕज़ΧϯϑΝϨϯεͰͷϒʔεలࣔίϯςϯπͷෆ͕՝
w;0;0Β͍͠ίϯςϯπ͕ཉ͍͠ wϑΝογϣϯʹؔ࿈͠ɺٕज़తʹ໘ന͍ίϯςϯπ w%SPJE,BJHJΛλʔήοτʹԿ͔Ͱ͖ͳ͍͔ʁ wϑΝογϣϯνΣοΫΞϓϦΛ։ൃͯ͠లࣔ͢ΔҊ͕ු্
։ൃ͢Δ্Ͱͷཁٻ Copyright © ZOZO Technologies, Inc. All Right Reserved. wϒʔεͰͷσϞలࣔʹ͑ɺϓϩτλΠϓͱͯ͠ಈ࡞
wظؒͰͷ։ൃ w"OESPJEΤϯδχΞ໊ͰӦۀ wΞϓϦɺػցֶश୲ʹ͔Εͯ։ൃ w݁Ռ%SPJE,BJHJຊ൪ʹؒʹ߹͏
%SPJE,BJHJ Copyright © ZOZO Technologies, Inc. All Right Reserved.
ෳͷΧϯϑΝϨϯεͰలࣔ Copyright © ZOZO Technologies, Inc. All Right Reserved. w%SPJE,BJHJ
w%FWFMPQFST4VNNJU wUSZ4XJGU ༧ఆ w3VCZ,BJHJ ༧ఆ
ϑΝογϣϯνΣοΫΞϓϦͷධ Copyright © ZOZO Technologies, Inc. All Right Reserved. wࣾ֎Ͱମݧ͍ͯ͠໘ന͍ͱ͍͏ײ͕ଟ͍
w࠾݁Ռʹ͍ͭͯධ͕ྑ͘ͳ͍ wϓϩτλΠϓͱͯ͠ޭ
Copyright © ZOZO Technologies, Inc. All Right Reserved. γεςϜߏ
γεςϜߏ Copyright © ZOZO Technologies, Inc. All Right Reserved. wΞϓϦຊମ
w'MVUUFS wαʔόαΠυ w'JSFCBTF .-,JU $MPVE'JSFTUPSF w($1 $MPVE7JTJPO"1*
γεςϜߏ Copyright © ZOZO Technologies, Inc. All Right Reserved.
γεςϜߏ.-,JUͷ༻ Copyright © ZOZO Technologies, Inc. All Right Reserved.
.-,JUͷ༻ Copyright © ZOZO Technologies, Inc. All Right Reserved. w.-,JUͷ௨Γͷ͍ํ
w#BTF"1* wΧελϜϞσϧ wಠࣗʹ࡞ͨ͠ϞσϧΛ༻
.-,JUͷ༻ Copyright © ZOZO Technologies, Inc. All Right Reserved. w.-,JUͷ௨Γͷ͍ํ
w#BTF"1* wΧελϜϞσϧ wಠࣗʹ࡞ͨ͠ϞσϧΛ༻
.-,JUͷ༻#BTF"1* Copyright © ZOZO Technologies, Inc. All Right Reserved. wҰൠతͳϢʔεέʔεʹରԠ
wςΩετೝࣝ wإݕग़ wόʔίʔυεΩϟϯ wϥϕϧ͚ wϥϯυϚʔΫೝࣝ
.-,JUͷ༻ Copyright © ZOZO Technologies, Inc. All Right Reserved. w.-,JUͷ௨Γͷ͍ํ
w#BTF"1* wΧελϜϞσϧ wಠࣗʹ࡞ͨ͠ϞσϧΛ༻
.-,JUͷ༻ Copyright © ZOZO Technologies, Inc. All Right Reserved. w.-,JUͷ௨Γͷ͍ํ
w#BTF"1* wΧελϜϞσϧ wಠࣗʹ࡞ͨ͠ϞσϧΛ༻
.-,JUͷ༻ΧελϜϞσϧ Copyright © ZOZO Technologies, Inc. All Right Reserved. wϢʔεέʔεʹແ͍߹
wಠࣗʹ࡞ͨ͠ϞσϧΛ༻Մೳ w5FOTPS'MPXͰϞσϧΛ࡞͠5FOTPS'MPX-JUFʹม wΧελϜϞσϧͱͯ͠༻ wϑΝογϣϯνΣοΫΞϓϦͰΧελϜϞσϧΛ༻
Ϟσϧͷ࡞ Copyright © ZOZO Technologies, Inc. All Right Reserved. w8&"3ʹߘ͞ΕͨίʔσΟωʔτը૾ͱ͍͍ͶΛ༻
w5FOTPS'MPXΛ༻͠ਂֶशʹΑΔճؼϞσϧΛ࡞ wೖྗ͞Εͨը૾͔Β͍͍ͶΛਪ
.-,JUͷ༻ΧελϜϞσϧ Copyright © ZOZO Technologies, Inc. All Right Reserved. wֶशࡁΈϞσϧΛ'JSFCBTFʹΞοϓϩʔυ͠ϗετ
w'JSFCBTF4%,͕ϞσϧͷμϯϩʔυΛϋϯυϦϯά w.-,JU͕ΧελϜϞσϧͷ"1*ϨΠϠͱͯ͠ػೳ wΞϓϦ͔Βͷ࣮ߦ͕༰қ
.-,JUͷ༻ΧελϜϞσϧ Copyright © ZOZO Technologies, Inc. All Right Reserved. w'MVUUFS͔Βͷ༻ํ๏ʹ͍ͭͯฐࣾϒϩάʹ·ͱΊ͍ͯ·͢
wIUUQTUFDICMPH[P[PDPNFOUSZ
γεςϜߏ Copyright © ZOZO Technologies, Inc. All Right Reserved.
γεςϜߏ࠾ͷΈ Copyright © ZOZO Technologies, Inc. All Right Reserved.
࠾ͷΈ Copyright © ZOZO Technologies, Inc. All Right Reserved. w.-,JUʹΑΔਪ
$MPVE7JTJPO"1* w.-,JUʹΑΔਪ্͕ख͘ಈ͔ͳ͍߹Λఆ w$MPVE7JTJPO"1*ʹΑΔิਖ਼ wಛఆͷ݁ՌͰՃ͢ΔΈΛ४උ wϩάӾཡͱՃͷॏΈΛมߋ͢ΔΞϓϦΛผʹ༻ҙ͠ӡ༻
Copyright © ZOZO Technologies, Inc. All Right Reserved. .-,JUΧελϞσϧΛ༻͢ΔϝϦοτ
.-,JUΧελϞσϧΛ༻͢ΔϝϦοτ Copyright © ZOZO Technologies, Inc. All Right Reserved. wαʔόαΠυͷ࣮͕ෆཁ
wϞσϧͷϗεςΟϯάͱ৴Λ(PPHMF͕࣮ߦ wϞσϧΛΞϓϦͷ։ൃαΠΫϧͱಠཱͯ͠ߋ৽
.-,JUΧελϞσϧΛ༻͢ΔϝϦοτ Copyright © ZOZO Technologies, Inc. All Right Reserved. wαʔόαΠυͷ࣮͕ෆཁ
wϞσϧͷϗεςΟϯάͱ৴Λ(PPHMF͕࣮ߦ wϞσϧΛΞϓϦͷ։ൃαΠΫϧͱಠཱͯ͠ߋ৽ wJ04ɺ"OESPJEʹରԠ
Copyright © ZOZO Technologies, Inc. All Right Reserved.
.-,JUΧελϞσϧΛ༻͢ΔϝϦοτ Copyright © ZOZO Technologies, Inc. All Right Reserved. wαʔόαΠυͷ࣮͕ෆཁ
wϞσϧͷϗεςΟϯάͱ৴Λ(PPHMF͕࣮ߦ wϞσϧΛΞϓϦͷ։ൃαΠΫϧͱಠཱͯ͠ߋ৽ wJ04ɺ"OESPJEʹରԠ wΦϯσόΠεਪΛαϙʔτ
5FOTPS'MPX-JUFGPSNPCJMFEFWFMPQFST Copyright © ZOZO Technologies, Inc. All Right Reserved. https://youtu.be/ByJnpbDd-zc
ΦϯσόΠεਪΛαϙʔτ Copyright © ZOZO Technologies, Inc. All Right Reserved. w8IZPOEFWJDF.-
w-PXFSMBUFODZ OPTFSWFSDBMMT w8PSLTPGGMJOF w%BUBTUBZTPOEFWJDF w1PXFSFGGJDJFOU w"MMTFOTPSEBUBBDDFTTJCMFPOEFWJDF
ΦϯσόΠεਪΛαϙʔτ Copyright © ZOZO Technologies, Inc. All Right Reserved. w5FOTPS'MPX-JUFʹΑΔϞόΠϧ͚ʹ࠷దԽ͞ΕͨϞσϧ
wϞόΠϧ্ͰਪΛ࣮ߦ wΞϓϦͱͯ͠ΑΓྑ͍ମݧΛఏڙͰ͖ΔՄೳੑ
Copyright © ZOZO Technologies, Inc. All Right Reserved. ػցֶशΛΞϓϦ։ൃʹ׆༻͢ΔϝϦοτ
ػցֶशΛΞϓϦ։ൃʹ׆༻͢ΔϝϦοτ Copyright © ZOZO Technologies, Inc. All Right Reserved. wΦϯσόΠεͰͷਪڧྗ
w࣮ݱɺ։ൃग़དྷΔΞϓϦͷ෯͕͕Δ w.-,JUΞϓϦʹػցֶशΛ༻͍ͨॲཧΛ؆୯ʹΈࠐΊΔ w͞ΒͳΔΞοϓσʔτָ͕͠Έ wΦϯσόΠεͰͷֶशαϙʔτ͞ΕΔ͔ʁ w*0ͰԿ͔ൃද͕͋Δʁ
ػցֶशΛΞϓϦ։ൃʹ׆༻͢ΔϝϦοτ Copyright © ZOZO Technologies, Inc. All Right Reserved. wػցֶशΛ׆༻͢ΔͨΊʹػցֶशͷษڧ͕ඞཁ
wػցֶशΤϯδχΞɺݚڀऀͱͷڞಉ࡞ۀͷԁԽ͕ݟࠐΊΔ wษڧ͢Δڥ͍ͬͯΔ w6EBDJUZͷίʔε͓͢͢Ί wʮ*OUSPUP5FOTPS'MPXGPS%FFQ-FBSOJOHʯ w.-,JUʹ͍ͭͯͷղઆ༧ఆ͞Ε͍ͯΔ
Copyright © ZOZO Technologies, Inc. All Right Reserved. ͋Γ͕ͱ͏͍͟͝·ͨ͠