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
0
83

Semi Realtime Photo Classification

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

Avatar for Yuichiro Someya

Yuichiro Someya

March 30, 2017
Tweet

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
3.5k
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
340
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
3k
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
440

Other Decks in Programming

See All in Programming
AI Agent Dojo ＃4: watsonx Orchestrate ADK体験
Avatar for Akira Onishi (IBM) oniak3ibm
PRO
0
120
Claude Codeの「Compacting Conversation」を体感50%減！ CLAUDE.md + 8 Skills で挑むコンテキスト管理術
Avatar for Kazuki Murahama kmurahama
1
690
Grafana：建立系統全知視角的捷徑
Avatar for Blueswen blueswen
0
260
Navigating Dependency Injection with Metro
Avatar for HyunWoo Lee l2hyunwoo
1
200
Python札幌 LT資料
Avatar for t3tra t3tra
7
1.1k
AtCoder Conference 2025
Avatar for shindannin shindannin
0
850
AIの誤りが許されない業務システムにおいて“信頼されるAI” を目指す / building-trusted-ai-systems
Avatar for Yuya Matsumura yuya4
6
4.1k
組み合わせ爆発にのまれない - 責務分割 x テスト
Avatar for HAL halhorn
1
170
Canon EOS R50 V と R5 Mark II 購入でみえてきた最近のデジイチ VR180 事情、そして VR180 静止画に活路を見出すまで
Avatar for kazuhiro hara karad
0
140
【卒業研究】会話ログ分析によるユーザーごとの関心に応じた話題提案手法
Avatar for MomokoShirakawa momok47
0
150
perlをWebAssembly上で動かすと何が嬉しいの？？？ / Where does Perl-on-Wasm actually make sense?
Avatar for mackee mackee
0
250
GISエンジニアから見たLINKSデータ
Avatar for nokonoko1203 nokonoko1203
0
190

Featured

See All Featured
How Fast Is Fast Enough? [PerfNow 2025]
Avatar for Tammy Everts tammyeverts
3
420
Effective software design: The role of men in debugging patriarchy in IT @ Voxxed Days AMS
Avatar for Kenny Baas-Schwegler baasie
0
180
Music & Morning Musume
Avatar for Bryan Veloso bryan
46
7k
Data-driven link building: lessons from a $708K investment (BrightonSEO talk)
Avatar for Szymon szymonslowik
1
860
Easily Structure & Communicate Ideas using Wireframe
Avatar for Afnizar Nur Ghifari afnizarnur
194
17k
Visualization
Avatar for Eitan Lees eitanlees
150
16k
XXLCSS - How to scale CSS and keep your sanity
Avatar for Zaharenia Atzitzikaki sugarenia
249
1.3M
DBのスキルで生き残る技術 - AI時代におけるテーブル設計の勘所
Avatar for soudai sone soudai
PRO
61
47k
Amusing Abliteration
Avatar for ianozsvald ianozsvald
0
79
Gemini Prompt Engineering: Practical Techniques for Tangible AI Outcomes
Avatar for Mfonobong Umondia mfonobong
2
240
The Power of CSS Pseudo Elements
Avatar for Geoffrey Crofte geoffreycrofte
80
6.1k
Producing Creativity
Avatar for Steve Smith orderedlist
PRO
348
40k

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