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
860
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
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
33
18k
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
5.1k
How does the Relay connect Android app development and Design?
horie1024
1
1.5k
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
1.3k
スキルマップを作った話 / Create a skills map
horie1024
3
4.1k
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
1.9k
ktlintカスタムルールのパッケージ化と再利用/Package and reuse ktlint custom rules
horie1024
1
900
Jetpack Benchmarkでの ViewのInflateパフォーマンスの可視化と改善 / The Jetpack Benchmark. Visualizing and improving View Inflate performance
horie1024
3
1k
ZOZOTOWNでの Dagger Hilt対応について/Migration to Dagger Hilt at ZOZOTOWN.
horie1024
1
1.9k
Other Decks in Technology
See All in Technology
よく聞くけど使ったことないソフトウェアNo.1 KafkaとSnowflake
foursue
4
360
ゼロから始めるVue.jsコミュニティ貢献 / first-vuejs-community-contribution-link-and-motivation
lmi
1
130
20分で完全に理解するGrafanaダッシュボード
hamadakoji
3
680
Janus
bkuhlmann
1
490
VSCodeの拡張機能を作っている話
ebarakazuhiro
1
570
長期間TiDBを使ってきた話 @ 私たちはなぜNewSQLを使うのかTiDB選定5社が語る選定理由と活用LT / Experiences with TiDB Over Time
chibiegg
2
900
AWSに詳しくない人でも始められるコスト最適化ガイド
yuhta28
1
250
自己改善からチームを動かす! 「セルフエンジニアリングマネージャー」のすゝめ
shoota
6
790
Tellus の衛星データを見てみよう #mf_fukuoka
kongmingstrap
0
220
Azure犬駆動開発の記録/GlobalAzureFukuoka2024_20240420
nina01
1
220
Python と Snowflake はズッ友だょ!~ Snowflake の Python 関連機能をふりかえる ~
__allllllllez__
1
120
Building a RAG-poweredAI chat appwith Python and VS Code
pamelafox
0
100
Featured
See All Featured
[RailsConf 2023] Rails as a piece of cake
palkan
23
4k
The MySQL Ecosystem @ GitHub 2015
samlambert
243
12k
KATA
mclloyd
15
12k
Keith and Marios Guide to Fast Websites
keithpitt
408
22k
Imperfection Machines: The Place of Print at Facebook
scottboms
260
12k
Clear Off the Table
cherdarchuk
84
310k
Bootstrapping a Software Product
garrettdimon
PRO
302
110k
The Psychology of Web Performance [Beyond Tellerrand 2023]
tammyeverts
6
1.5k
Git: the NoSQL Database
bkeepers
PRO
422
63k
Learning to Love Humans: Emotional Interface Design
aarron
267
39k
Building a Modern Day E-commerce SEO Strategy
aleyda
17
6.4k
Design and Strategy: How to Deal with People Who Don’t "Get" Design
morganepeng
116
18k
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·ͨ͠