Upgrade to Pro — share decks privately, control downloads, hide ads and more …

Semi Realtime Photo Classification

Avatar for Yuichiro Someya Yuichiro Someya
March 30, 2017
Programming
91
0

Semi Realtime Photo Classification

https://jawsug-hpc.connpass.com/event/52263/

Avatar for Yuichiro Someya

Yuichiro Someya

March 30, 2017

More Decks by Yuichiro Someya

See All by Yuichiro Someya
にんげんがさき 基盤はあと / Developers over ML platform
Avatar for Yuichiro Someya ayemos
0
15k
機械学習をスモールスタートさせる方法 / small machine learning
Avatar for Yuichiro Someya ayemos
3
2.1k
アットホームな分析基盤の作り方 / Homemade Machine Learning Toolkits
Avatar for Yuichiro Someya ayemos
1
1k
サービス開発、機械学習、クラウド / the trinity of machine learning
Avatar for Yuichiro Someya ayemos
0
3.7k
成長を止めない機械学習のやり方 / Don't stop 'til you get enough (data).
Avatar for Yuichiro Someya ayemos
15
5.3k
AWS で加速する機械学習 / Accelerate Machine Learning with AWS
Avatar for Yuichiro Someya ayemos
1
360
クックパッドの機械学習基盤 2018 / Machine Learning Platform at Cookpad ~ 2018 ~
Avatar for Yuichiro Someya ayemos
15
21k
PyTorchとCaffe2とONNXと深層学習モデルのデプロイについて
Avatar for Yuichiro Someya ayemos
1
3.1k
クックパッドにおけるAWS GPUインスタンスの利用事例 / Powering by AWS GPU Instances in Cookpad Inc
Avatar for Yuichiro Someya ayemos
0
460

Other Decks in Programming

See All in Programming
JAWS-UG横浜 #102 AWSサ終供養LT会 成仏できない AWS サービスたち 〜本日、三体供養します〜
Avatar for maroon1st maroon1st
0
280
PHP Application における Kubernetes 内 gRPC 通信
Avatar for Shin Ohno ganchiku
0
570
複数の Claude Code が"放置"されてしまう問題をCLI ダッシュボードを自作して解決した話
Avatar for sumihiro3 sumihiro3
0
570
5分で問診！Composer セキュリティ健康診断
Avatar for コドモン開発チーム codmoninc
0
730
Generative UI & AI-Assistants for Your Angular Solutions
Avatar for Manfred Steyer manfredsteyer
PRO
1
280
torikago - Ruby::Boxで照らすモジュラモノリスの実行境界
Avatar for nori se4weed
1
280
これって Effect でできたのでは? / TSKaigi Mashup Kansai #2
Avatar for Susisu susisu
0
120
全PRの83%がAIレビューだけでマージできるようになった開発組織はその後どうなったか
Avatar for a-thug athug
0
630
GDG Korea Android: 2026 I/O Extended ~ What's new in Android development tools
Avatar for pluulove (노현석) pluu
0
190
「寝てても仕事が進む」Claude Codeで組む第二の脳
Avatar for t-fujita24 tomoyafujita2016
0
220
仕様書を書く前にハーネスを作る - Agent Native開発は「探索を速く、判定を固く」
Avatar for Gota gotalab555
2
1.3k
自動化したのに回らないテスト運用の壁ーAI時代の品質責任と生産性
Avatar for Masahiko Funaki(舟木 将彦) mfunaki
0
110

Featured

See All Featured
What Being in a Rock Band Can Teach Us About Real World SEO
Avatar for Ade Holder 427marketing
0
1.1k
Leo the Paperboy
Avatar for Maya Tellez mayatellez
8
2k
Between Models and Reality
Avatar for mayunak mayunak
4
380
Collaborative Software Design: How to facilitate domain modelling decisions
Avatar for Kenny Baas-Schwegler baasie
1
270
A brief & incomplete history of 
UX Design for the World Wide Web: 1989–2019
Avatar for Jason CranfordTeague jct
2
430
Design in an AI World
Avatar for tapps tapps
1
270
Winning Ecommerce Organic Search in an AI Era - #searchnstuff2025
Avatar for Aleyda Solis aleyda
1
2.1k
Navigating Team Friction
Avatar for Lara Hogan lara
192
16k
Claude Code のすすめ
Avatar for schroneko schroneko
67
230k
The untapped power of vector embeddings
Avatar for Frank van Dijk frankvandijk
2
1.8k
AI in Enterprises - Java and Open Source to the Rescue
Avatar for ivargrimstad ivargrimstad
0
1.4k
My Coaching Mixtape
Avatar for mlcsv mlcsv
0
180

Transcript

  1. Semi-Realtime Photo Classification Yuichiro Someya @ Cookpad Inc.

  2. Semi-Realtime Photo Classification Yuichiro Someya @ Cookpad Inc.

  3. BZFNPTNF • ࣗݾ঺հ • ʮྉཧ͖Ζ͘ʯͷ঺հ ‣ ΞʔΩςΫνϟ/Architecture ‣ ӡ༻࣮੷/Results &

    Insights Agenda

  4. BZFNPTNF છ୩༔Ұ࿠<:VJDIJSP4PNFZB> UXJUUFS!BZFNPT@Z HJUIVC!BZFNPT TQFBLFSEFDLBZFNPT XFCBZFNPTNF ౦ژ޻ۀେֶɹ৘ใ޻ֶ෦ଔۀ ಉେֶӃɹܭࢉ޻ֶઐ߈ɹम࢜ ΫοΫύουגࣜձࣾ
 ৽ଔݚڀ։ൃ෦

    ը૾ೝࣝ ݚڀ։ൃج൫

  5. NFEJVNDPN!BZFNPT

  6. None

  7. Ϩγϐ਺ສ඼Ҏ্ ݄ ࣍ ར ༻ ऀ ਺ ສ ਓ Ҏ

    ্
  8. None
  9. None
  10. None
  11. None
  12. None

  13. ྉཧ͖Ζ͘

  14. w εϚʔτϑΥϯͷࣸਅͷ಺ɺྉཧΛࣗಈతʹऩूʗه࿥ w $//ʹΑΔྉཧը૾ೝࣝ w  ਓҎ্ͷϢʔβʔ͕ར༻ w  

    ຕҎ্ͷྉཧࣸਅ ݱࡏ ྉཧ͖Ζ͘

  15. BZFNPTNF ΞʔΩςΫνϟ

  16. BZFNPTNF w ը૾ॲཧͱ൑ఆॲཧʹֻ͕͔ͦͦ࣌ؒ͜͜Δ dNT  w "1*αʔόʔ͔Βಉظతʹୟ͚ͳ͍ 6OJDPSOͷXPSLFS͕ਚ͖ͯ͠·͏  w

    "NB[PO4 424Λར༻ͨ͠ඇಉظͳ൑ఆॲཧϫʔΫϑϩʔ΁

  17. BZFNPTNF $MJFOU "OESPJE J04 "1*4FSWFS SVCZ $MBTTJpDBUJPO8PSLFS QZUIPO SFTVMU\JT@GPPECPPM^ <6QMPBEQIPUPUPT>

    1045JT@QIPUP\LFZ@PO@TTUSJOH^ FORVFVF\LFZ@PO@TTUSJOH^ EFRVFVF
 \LFZ@PO@TTUSJOH^ 1045SFTVMU
 \LFZ@PO@TTUSJOH SFTVMU\JT@GPPE <%PXOMPBE*NBHF> %#

  18. BZFNPTNF $MJFOU "OESPJE J04 "1*4FSWFS SVCZ $MBTTJpDBUJPO8PSLFS QZUIPO SFTVMU\JT@GPPECPPM^ <6QMPBEQIPUPUPT>

    1045JT@QIPUP\LFZ@PO@TTUSJOH^ FORVFVF\LFZ@PO@TTUSJOH^ EFRVFVF
 \LFZ@PO@TTUSJOH^ 1045SFTVMU
 \LFZ@PO@TTUSJOH SFTVMU\JT@GPPE <%PXOMPBE*NBHF> %#

  19. BZFNPTNF $MJFOU "OESPJE J04 "1*4FSWFS SVCZ $MBTTJpDBUJPO8PSLFS QZUIPO SFTVMU\JT@GPPECPPM^ <6QMPBEQIPUPUPT>

    1045JT@QIPUP\LFZ@PO@TTUSJOH^ FORVFVF\LFZ@PO@TTUSJOH^ EFRVFVF
 \LFZ@PO@TTUSJOH^ 1045SFTVMU
 \LFZ@PO@TTUSJOH SFTVMU\JT@GPPE <%PXOMPBE*NBHF> %# ඇಉظʹ൑ఆॲཧ

  20. BZFNPTNF $MJFOU "OESPJE J04 "1*4FSWFS SVCZ $MBTTJpDBUJPO8PSLFS QZUIPO %# "QQSPYJNBUF"HF0G0MEFTU.FTTBHF

    4DBMFPVUJO

  21. BZFNPTNF $MBTTJpDBUJPO8PSLFS QZUIPO "QQSPYJNBUF"HF0G0MEFTU.FTTBHF 4DBMFPVUJO

  22. Scale GPU Applications on ECS

  23. BZFNPTNF $MBTTJpDBUJPO8PSLFS QZUIPO "QQSPYJNBUF"HF0G0MEFTU.FTTBHF 4DBMFPVUJO

  24. BZFNPTNF JOTUBODF@ $16 .FNPSZ 5BTL $16 .FNPSZ Α͋͘Δ&$4ͷ4DBMF0VU 5BTL $16

    .FNPSZ 5BTL $16 .FNPSZ

  25. BZFNPTNF JOTUBODF@ $16 .FNPSZ 5BTL $16 .FNPSZ Α͋͘Δ&$4ͷ4DBMF0VU 5BTL $16

    .FNPSZ 5BTL $16 .FNPSZ JOTUBODF@ $16 .FNPSZ

  26. BZFNPTNF JOTUBODF@ $16 .FNPSZ (16.FN( 5BTL $16 .FNPSZ (16.FN( (16Λ࢖͍ͬͯΔ৔߹

    5BTL $16 .FNPSZ (16.FN( 5BTL $16 .FNPSZ (16.FN(

  27. BZFNPTNF JOTUBODF@ $16 .FNPSZ (16.FN( 5BTL $16 .FNPSZ (16.FN( (16Λ࢖͍ͬͯΔ৔߹

    5BTL $16 .FNPSZ (16.FN( 5BTL $16 .FNPSZ (16.FN(

  28. BZFNPTNF JOTUBODF@ $16 .FNPSZ (16.FN( 5BTL $16 .FNPSZ (16.FN( (16Λ࢖͍ͬͯΔ৔߹

    5BTL $16 .FNPSZ (16.FN( 5BTL $16 .FNPSZ (16.FN(

  29. BZFNPTNF JOTUBODF@ $16 .FNPSZ (16.FN( 5BTL $16 .FNPSZ (16.FN( (16Λ࢖͍ͬͯΔ৔߹

    5BTL $16 .FNPSZ (16.FN( 5BTL $16 .FNPSZ (16.FN( JOTUBODF@ $16 .FNPSZ (16.FN(

  30. ӡ༻ͯ͠Έͯ

  31. BZFNPTNF w େମ໰୊ͳ͍

  32. BZFNPTNF