Cloud Vision APIと Algoliaで 画像検索を開発した話 / a development of image searching by cloud-vision-api and algolia

Transcript

1. $MPVE
   7JTJPO
   "1*ͱ
   "MHPMJBͰ
   ը૾ݕࡧΛ։ൃͨ͠࿩ ΤϯδχΞ໊ͷ
   ڭҭελʔτΞοϓ͕

2. ΞδΣϯμ w ࣗݾ঺հ
   w ը૾ݕࡧͷ֓ཁͱ͖͔͚ͬ
   w $MPVE
   7JTJPO
   "1*
   w "MHPMJB
   w

   $MPVE
   7JTJPO
   "1*
   ͱ
   "MHPMJB
   Λ૊Έ߹ΘͤΔ
   w ࠷ޙʹ

3. ࣗݾ঺հ

4. ࣗݾ঺հ w ໊ਓʢ
   !.FJKJO@HBSEFO
   ʣ
   w גࣜձࣾ/P4DIPPM
   $50
   w ʙ·Ͱ
 גࣜձࣾ-*'6--Ͱ8FCΤϯδχΞ
   w ΑΓ/P4DIPPMʹస৬ʢࣾ௕ͱਓʣ
   

   w झຯɿમ౬ɺυϥΫΤ‡ɺকعɺߴߍ໺ٿ

5. /P4DIPPMͷ঺հ w Ոఉڭࢣɾक़ߨࢣ͕ແྉͰճ౴͢Δษڧ࣭໰αΠτ
   w IUUQTOPTDIPPMBTJB
   w ࠓ݄J04ΞϓϦ΋ϦϦʔε͠·ͨ͠
   
   w ."6͸͓Αͦສਓ͘Β͍ ࣌఺

   
   w தߴੜ͕ษڧͷͲ͜Ͱ͍᪴ͯɺͦΕʹରͯ͠
 ͲΜͳճ౴͕͔ࢗͬͨ͞ͷσʔλ͕஝ੵ͞ΕΔ

6. ը૾ݕࡧͷ
   ֓ཁͱ͖͔͚ͬ

7. ը૾ݕࡧͷ֓ཁ w Θ͔Βͳ͍໰୊ΛࡱӨͯ͠ݕࡧˠ͍ۙ໰୊͕ώοτʂ

8. ݕࡧͷ*OQVU0VUQVU w ݕࡧ͍ͨ͠Պ໨
 ʢ਺ֶɺӳޠɺ෺ཧʜʣ
   w खݩͷ໰୊ͷࣸਅ w ྨࣅ͍ͯ͠Δ࣭໰
 ࠷େ্Ґ໰
 w

   /P4DIPPM্ʹ͋Δ
 ྦྷܭ໿ສͷ࣭໰ͷ
 ຊจఴ෇ը૾ */165 065165

9. ͖͔͚ͬ w ษڧ࣭໰αΠτ͸ɺճ౴ͷՁ஋͕ʲॠؒతʳ
   w ษڧ͸ྲྀߦΓഇΓ͕গͳ͍ྖҬͰ͋Δ͔Βɺ
 Ұ౓͞Εͨճ౴͸ຖ೥ͣͬͱ໾ʹཱͪଓ͚Δ͸ͣ
   w աڈͷճ౴Λߴਫ਼౓ͰؾܰʹݕࡧͰ͖Δ࢓૊ΈΛ૑ Δ͜ͱͰɺֶੜ͕೰Ή࣌ؒΛ୹͘ɺઌੜʹͱͬͯ͸
 ճ౴͢ΔखؒΛݮΒ͍ͨ͠

10. ษڧͷ࣭໰ը૾ͷಛ௃ w ͍͍ͩͨಉ͡Α͏ͳݟͨ໨
 ࢴʹ௕͍จষ͕ͭΒͭΒͱଧͬͯ͋Δ
    w ಛ௃తͳ୯ޠؚ͕·ΕΔ͜ͱ͕ଟ͍
 z๞࿨ਫ༹ӷzɹzؐݩࡎzɹz॥؀খ਺zɹzՃ๏ఆཧz ը૾ࣗମͷྨࣅ౓ΑΓɺ
    ը૾ʹؚ·ΕΔจࣈྻͷۙ͞
    ͷ΄͏͕ݕࡧʹద͍ͯ͠ΔͷͰ͸ʁ

11. $MPVE
    7JTJPO
    "1*

12. $MPVE
    7JTJPO
    "1*
    ͱ͸ w ֶशࡁΈͷը૾ղੳ"*Λ"1*ܦ༝Ͱར༻Ͱ͖Δ
    w (PPHMF
    $MPVE
    1MBUGPSN্Ͱఏڙ
    w ϦΫΤετ਺ʹର͢Δॏྔ՝ۚ
    w ෼ੳλΠϓʹ͸͍͔ͭ͋͘Δ͕ɺ
 ࠓճ͸ʲ5&95@%&5&$5*0/ʳΛར༻

13. ղੳͷਫ਼౓ʢ0$3೔ຊޠʣ

14. ղੳͷਫ਼౓ʢ0$3೔ຊޠʣ <ݻԁӡಈuສ༗Ҿྗ
    
    Ԃ ԁ౵ද໘Λ͢΂ΓམͪΔখ෺ମͷӡಈʫ
    ͷΑ͏ʹ
    ͳΊΒ͔ͳද໘Λ΋ͭ൒ܘSͷԁ౵͕ ਫฏͳচʹ઀
    ͯ͠ݻఆ͞Ε͍ͯΔɻ࣭ྔ.ͷখ෺ମ͕࠷ߴ఺1͔Β੩͔ʹ͢΂Γ
    ͩ͠ɺ఺2Λ௨աͯ͠఺4Ͱԁ౵ද໘͔Β཭Εচʹམͪͨɻԁ౵ͷத
    

    ৺Λ఺
    ;102
    ॏྗՃ଎౓ͷେ͖͞ΛHͱͯ͠
    ࣍ͷ໰͍ʹ
    ౴͑Αɻ
    
    খ෺ମ͕఺2Λ௨ա͢Δͱ͖ͷ଎͞͸͍͘Β͔ɻ
     ఺2ʹ͓͚Δখ෺ମʹ࡞༻͢Δ߅ྗͷେ͖͞͸͍͘Β͔ɻ
    
    ;104ͱ͢Δͱ͖
    DPT
    P͸͍͘Β͔ɻ
    
    ఺4Ͱԁ౵ද໘͔Β཭ΕΔॠؒͷখ෺ମͷ଎͞͸͍͘Β͔ɻ
    
    খ෺ମΛ఺1͔Β
    ԁ౵࣠ʹਨ௚Ͱ͔ͭਫฏʹ ॳ଎Λ༩͑ͯଧͪग़͢

15. ͦͦ͜͜
    ਫ਼౓͕ߴ͍

16. "MHPMJB

17. "MHPMJB
    ͱ͸ w શจݕࡧΤϯδϯΛఏڙ͢ΔαʔϏε
    w ΋ͷ͍͢͝ྔͷςΩετ͔ΒɺݕࡧจࣈྻΛؚΉ
 จࣈྻΛݟ͚ͭͯ͘ΕΔ
 (PPHMFݕࡧʹ͍ۙ͜ͱ͕Ͱ͖Δ
    w ݄υϧͰ"1*੍͕ݶ·Ͱར༻͠์୊
 ݸਓͰ͸͓ߴΊ͚ͩͲɺ๏ਓʹͱͬͯ͸͍҆

18. "MHPMJBΛ࢖͏खॱʢࡶʹʣ  ݕࡧର৅ͱͳΔେྔͷจࣈྻΛ"MHPMJBʹJNQPSU
     αʔϏεଆͰ"MHPMJB
    4%,ΛJNQPSU
     "1*Λୟ࣮͘૷͓Αͼݕࡧύϥϝʔλͷௐ੔
     ϢʔβʔͷJOQVUΛIPPLͯ͠"1*Λୟ͘

19. -BSBWFM
    4DPVU w -BSBWFMͱ"MHPMJBΛ࿈ܞͯ͘͠ΕΔϥΠϒϥϦ
    w IUUQTSFBEPVCMFDPNMBSBWFMKB TDPVUIUNM
    w -BSBWFMͷ.PEFMΛ֦ு
 σʔλอଘ࣌ʹࣗಈͰࢦఆͨ͠σʔλΛ
 ·ͱΊͯ"MHPMJB΁ಥͬࠐΉ

20. ࣮ࡍͷ$PEFʢฤूࡁΈʣ w .PEFMʹUP4FBSDIBCMF"SSBZ Λ࣮૷
 ˠ͜͜ͰSFUVSOͨ͠಺༰͕"MHPMJBʹJNQPSU
    w ݕࡧͷखॿ͚ʹͳΔσʔλ JEΛҰॹʹೖΕΔ

21. ݕࡧର৅จࣈྻͷJNQPSU w -BSBWFM
    4DPVUΛ࢖͍ͬͯΔͳΒ
 
 QIQ
    BSUJTBO
    TDPVUJNQPSU
    l.PEFM
    OBNFz
 
 ͰऴΘΓ

22. "MHPMJB
    "1*Λୟ͘ʢฤूࡁΈʣ w -BSBWFM
    4DPVUʹΑΓ.PEFMʹTFBSDI
 ϝιου͕࣮૷͞Ε͍ͯΔ
    w ݕࡧΦϓγϣϯͰ௥ՃGJMUFS΋ࢦఆͰ͖Δ

23. $MPVE
    7JTJPO
    "1*
    ͱ
    "MHPMJB
    Λ૊Έ߹ΘͤΔ

24. 0$3ͱશจݕࡧͷϑϩʔ ᶃϢʔβʔ͕໰୊ͷ
 ɹը૾ΛΞοϓϩʔυ
    ᶄ$MPVE
    7JTJPO
    "1*Ͱ
 ɹςΩετΛݕग़͢Δ ᶅݕग़ͨ͠ςΩετͰ
    ɹ"MHPMJB͔Βશจݕࡧ
    ᶆݕࡧ݁Ռͷ࣭໰Λ
 ɹ࠷େ݅දࣔ $-*&/5
    

    4&37&3
    

25. طଘ"1*ͷ
    ૊Έ߹Θ͚ͤͩͰ
    ը૾ݕࡧͰ͖ͨ

26. ࠓޙͷల๬ w ςΩετͷྨࣅ౓͚ͩͩͱݶք͕͋Δ
    w શ͘ಉ͡໰୊ͳΒҾ͔͔ͬΔ͕ɺ
 ݟ͔ͭΒͳ͍ͱਫ਼౓͕མͪΔ
    w XPSEWFDͳͲΛར༻͠ɺҙຯͷྨࣅ౓·Ͱ
 ߟ্ྀͨ͠Ͱݕࡧ݁ՌΛٻΊ͍ͨ
    w

    ༧ΊΫϥελϦϯά্ͨ͠Ͱݕࡧ͢Δͱ͔

27. ࠷ޙʹ

28. Ұॹʹߟ͑ͯ͘ΕΔํΛืूத w /P4DIPPM্ͷσʔλΛ෼ੳͯ͠Կ͕Ͱ͖Δ͔ʁ
 ·ͨ͸
 ͜Ε͔ΒͲ͏͍ͬͨσʔλΛूΊΔඞཁ͕͋Δ͔ʁ
    w ͲΜͳٕज़͕࢖͑ͦ͏͔
 ࢥ͍͍ͭͨํ͸ڭ͑ͯ௖͚Δͱخ͍͠Ͱ͢ʂ
    w 5XJUUFS
    !.FJKJO@HBSEFOʢ໊ਓ͞Μʣ

29. ͝ਗ਼ௌ
    ͋Γ͕ͱ͏͍͟͝·ͨ͠