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音声や画像分析など使用し、 あなただけのお菓子を選定できる方法 / 20180310 JAWS DAYS

hayato miyoshi
March 10, 2018
450

音声や画像分析など使用し、 あなただけのお菓子を選定できる方法 / 20180310 JAWS DAYS

2018.03.10 AWS/JAWS DAYS X-Techセッション X-Tech Hトラック 14:00〜14:50 FoodTech 登壇資料
https://jawsdays2018.jaws-ug.jp
https://jawsdays2018.jaws-ug.jp/session/527/

hayato miyoshi

March 10, 2018
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  1. 95FDI)τϥοΫʙ
    Ի੠΍ը૾෼ੳͳͲ࢖༻͠ɺ
    ͋ͳ͚ͨͩͷ͓՛ࢠΛબఆͰ͖Δํ๏

    גࣜձࣾεφοΫϛʔ$50DPGPVOEFS
    !NJZPTIJIBZBUP
    ࡾ޷൏ਓ
    'PPE5FDI

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  2. ࣗݾ঺հ

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  3. ࣗݾ঺հ
    ࡾ޷൏ਓˁ !NJZPTIJIBZBUP

    ɾ΋ͱ΋ͱϦϊϕʔγϣϯձࣾͰϓϥϯφʔ
    ɹᵋਤ໘ ݱ৔؂ಜ
    ɾΤϯδχΞ΁స޲
    ɹᵋηϒ΁൒೥ؒΤϯδχΞཹֶ
    ɾ೥εφοΫϛʔΛڞಉ૑ۀऀͱͯ͠ઃཱ
    ɹᵋຖ೔͓՛ࢠΛ৯΂ͯ·͢
    ɹᵋΠϯϑϥαʔόʔϝΠϯ

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  4. εφοΫϛʔͷ঺հ

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  5. גࣜձࣾεφοΫϛʔ
    -FU`TFOKPZHVJMUGSFFTOBDLT

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  6. ͓՛ࢠ޷͖Ͱ͔͢ʁ

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  7. ࢓ࣄத͸͜͏͍͏ײ͡Ͱ͔͢ʁ

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  8. ΤϯδχΞσΟεΫϫʔΫ
    ͓՛ࢠͱີ઀ͳؔ܎
    ͓՛ࢠΛ৯΂ͨޙ
    ࡑѱײ ΪϧτϑϦʔ
    Λײͯ͡·͔͢ʁ

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  9. ΪϧτϑϦʔʁ
    Ϊϧτ HVJMU
    ࡑѱײ
    ϑϦʔ GSFF
    ͳ͠
    ࡑѱײͷͳ͍͓՛ࢠ

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  10. ͓΍ͭʹର͢Δzࡑѱײz

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  11. ͓΍ͭʹର͢Δzࡑѱײz
    ࡑѱײ μΠΤοτ

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  12. ࡑѱײ͸ਓʹΑͬͯҧ͏
    ɾඒຯ͍͚͠Ͳ৯΂ͨޙɺࡑѱײ
    ɾάϧςϯϑϦʔ খഴൈ͖
    ͕͍͍
    ɾΧϩϦʔ͕ؾʹͳΔ
    ɾࢠڙʹ৯΂͍͕͍͍ͤͨ͞ͷ͕ͳ͍
    ɾਓ޻ఴՃ෺΍อଘྉ͸࢖ͬͨ΋ͷ͕͍΍
    FUD

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  13. ඞવతʹϢʔβʔʹΑͬͯૹΔ΋ͷ͕มΘΔ
    ࠷େݶ׆༻

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  14. w αϒεΫϦϓγϣϯ ఆظߪೖ

    w %$ %JSFDU5P$POTVNFS

    w ύʔιφϥΠζ σΟεΧόϦ

    = ճ ੫ࠐ

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  15. αϒεΫϦϓγϣϯ
    lΪϧτϑϦʔzεφοΫछ͕٧·ͬͨ#09Λ
    ఆظతʹ͓ಧ͚

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  16. αϒεΫϦϓγϣϯ
    ͜ͷΑ͏ͳײ͡
    ֎ ಺

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  17. %$ %JSFDUUP$POTVNFS

    ੡଄͔Βൢച·ͰҰ؀ͱͯ͠ߦ͍ͬͯΔͨΊɺ
    ΪϧτϑϦʔͳ͓՛ࢠΛख͝ΖͷՁ֨Ͱఏڙ͕Մೳ
    ޻৔ ϝʔΧʔ Էച খച

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  18. ύʔιφϥΠζ
    ΞϯέʔτධՁϦΫΤετ͔Β
    ಠࣗͷΞϧΰϦζϜΛ༻͍ͯ͋ͳ͚ͨͩͷ͓՛ࢠΛηϨΫτ
    ૊Έ߹Θͤ͸
    ԯ௨Γ

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  19. Ή͔͠͸

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  20. ͸͡Ί͸શͯखಈΞαΠϯ ϐοΫΞοϓ
    Ϣʔβʔ
    ৘ใ
    ΞαΠϯ
    ϐοΫ
    Ξοϓ
    QJDLVQ
    νΣοΫ
    ධՁ΍ίϝϯτ
    աڈͷ഑ૹཤྺ͔Β
    Ϣʔβʔ͝ͱʹ
    ୹࡭ΛϓϦϯτΞ΢τ
    QJDLVQͨ͠঎඼Λ
    ॏνΣοΫ

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  21. Πϝʔδ
    εʔύʔͳͲͷΑ͏ʹ
    ҰਓҰਓૹΔ͓՛ࢠΛ୳͠ϐοΫΞοϓ

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  22. ͸͡Ί͸શͯ
    Ϣʔβʔ
    ৘ใ
    ΞαΠϯ
    ϐοΫ
    Ξοϓ
    QJDLVQ
    νΣοΫ
    ΞαΠϯ
    ࣌ؒେ
    ϐοΫϛε
    ଟ͍
    ϐοΫͱ
    ಉ౳ͷ࣌ؒ
    ͜͜Ͱى͖ͨ໰୊఺

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  23. ͸͡Ί͸શͯ
    Ϣʔβʔ
    ৘ใ
    ΞαΠϯ
    ϐοΫ
    Ξοϓ
    QJDLVQ
    νΣοΫ
    ΞαΠϯ
    ࣌ؒେ
    ϐοΫϛε
    ଟ͍
    ϐοΫͱ
    ಉ౳ͷ࣌ؒ
    ͜͜Ͱى͖ͨ໰୊఺

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  24. ΞαΠϯͷࣗಈԽ
    Ξϯέʔτ ධՁ ϦΫΤετ

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  25. ͸͡Ί͸શͯ
    Ϣʔβʔ
    ৘ใ
    ΞαΠϯ
    ϐοΫ
    Ξοϓ
    QJDLVQ
    νΣοΫ
    ΞαΠϯ
    ࣌ؒେ
    ͜͜Ͱى͖ͨ໰୊఺
    ϐοΫϛε
    ଟ͍
    ϐοΫͱ
    ಉ౳ͷ࣌ؒ

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  26. όʔίʔυγεςϜͷ։ൃ
    QPMMZΛ׆༻ͨ͠Ի੠Ҋ಺Λಋೖ

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  27. QPMMZͱ͸
    ɾςΩετΛಡΈ্͛ͯ͘ΕΔαʔϏε ࣗવͳײ͡

    ɾݴޠɺछྨʹରԠ ೔ຊޠ΋छྨରԠ

    ɾԻ੠Λอଘɺ࠶഑৴
    ɾ௿ϨΠςϯγͰϦΞϧλΠϜͰ࠶ੜՄೳ
    ɾԻ੠ग़ྗΧελϚΠζՄೳ
    ɾສจࣈ ࣌ؒతʹ࣌ؒ΄Ͳ

    FUD

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  28. TQFBL
    ͜Μʹͪ͸ɺTVCBMJBTεφοΫϛʔTOBRNFTVCͷࡾ޷൏ਓͰ͢ɻ
    ࠓ೔͸TBZBTJOUFSQSFUBTEBUFGPSNBUZNETBZBTͰ͢ɻ
    +"84ʹ͓ӽ͍͖ͨͩ͋͠Γ͕ͱ͏͍͟͝·͢ɻ
    ࢲ͸େࣄͳ͜ͱΛ
    FNQIBTJTMFWFMTUSPOHڧ͘FNQIBTJTݴͬͨΓɺ
    FNQIBTJTMFWFMSFEVDFEऑ͘FNQIBTJTݴͬͨΓɺ
    ϐονΛQSPTPEZQJUDIYIJHIͱͯ΋ߴͨ͘͠ΓQSPTPEZ
    CSFBLTUSFOHUITUSPOH
    QSPTPEZQJUDIYMPXͱͯ΋௿ͨ͘͠ΓQSPTPEZ
    CSFBLTUSFOHUITUSPOH
    QSPTPEZSBUFYGBTUૣ͘஻ͬͨΓQSPTPEZ
    CSFBLTUSFOHUITUSPOH
    QSPTPEZSBUFYTMPX஗͘஻ͬͨΓQSPTPEZ
    ͢Δ͜ͱ͕ՄೳͰ͢ɻ
    Ͳ͏ͧΑΖ͓͘͠ئ͍͍ͨ͠·͢ɻ
    TQFBL

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  29. QPMMZͷ࢖͍ํ
    &$ 4 -BNCEB 1PMMZ
    ௚઀QPMMZͰ࡞੒ͨ͠NQϑΝΠϧΛར༻͢ΔͷͰ͸ͳ͘
    ಡΈࠐΉςΩετΛTʹอଘͤ͞-BNCEBܦ༝Ͱ࡞੒
    ಡΈ্͛Δεϐʔυ͸
    ʮNFEJVNʯʮGBTUʯͷछྨΛϕʔεͰ࡞੒อଘ

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  30. QPMMZͰ͞ΒʹͰ͖Δ͜ͱ
    ϨΩγίϯ MFYJDPO

    ୯ޠͷൃԻΛΧελϚΠζ
    ɾTOBRNFʮεφοΫϛʔʯ
    ɾ32ʮϦΫΤετʯ
    ɾ&$ʮ͍ʔ͠ʔͭʔʯPSʮ&MBTUJD$PNQVUF$MPVEʯ
    YNMPSQMT
    ͝ͱʹ࠷େ จࣈٴͼɺ࠷େݸͷൃԻϧʔϧ
    ऩ༰Ͱ͖Δ

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  31. ྫ ϨΩγίϯ

    YNMWFSTJPOFODPEJOH65'
    MFYJDPOWFSTJPO
    YNMOTIUUQXXXXPSHQSPOVODJBUJPOMFYJDPO
    YNMOTYTJIUUQXXXXPSH9.-4DIFNBJOTUBODF
    YTJTDIFNB-PDBUJPOIUUQXXXXPSHQSPOVODJBUJPOMFYJDPO
    IUUQXXXXPSH53$3QSPOVODJBUJPOMFYJDPOQMTYTE
    BMQIBCFUJQBYNMMBOHKB+1
    MFYFNF
    HSBQIFNFTOBRNFHSBQIFNF
    BMJBTεφοΫϛʔBMJBT
    MFYFNF
    MFYFNF
    HSBQIFNFTOBRNFHSBQIFNF
    BMJBTεφοΫϛʔBMJBT
    MFYFNF
    MFYJDPO

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  32. QPMMZͰ͞ΒʹͰ͖Δ͜ͱ
    ϨΩγίϯ MFYJDPO

    HSBQIFNFಡ·͍ͤͨ୯ޠ
    BMJBTݺ͹ͤํ
    BMJBTͷ୅ΘΓʹQIPOFNFΛ࢖༻͠ൃԻه߸ʹ͢Δ͜ͱͰ
    ൃԻͷௐ੔΋Մೳ

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  33. ͸͡Ί͸શͯ
    Ϣʔβʔ
    ৘ใ
    ΞαΠϯ
    ϐοΫ
    Ξοϓ
    QJDLVQ
    νΣοΫ
    ΞαΠϯ
    ࣌ؒେ
    ͜͜Ͱى͖ͨ໰୊఺
    ϐοΫϛε
    ଟ͍
    ϐοΫͱ
    ಉ౳ͷ࣌ؒ
    ϐοΫΞοϓ׬ྃͨ͠ޙɺ࠷ऴνΣοΫ͢Δ

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  34. QPMMZΛ׆༻͠ϐοΫΞοϓऴྃ
    3FLPHOJUJPOͰ࠷ऴνΣοΫ ͍ͨ͠

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  35. 3FLPHOJUJPOͱ͸
    ɾը૾ɾಈը෼ੳ
    ɾγʔϯͷݕग़إ෼ੳΠϝʔδ಺ςΩετϏσΦ෼ੳ
    ɾόον෼ੳϦΞϧλΠϜ෼ੳ
    ɾ׬શϚωʔδυܕ
    ɾ೔ຊޠ෼ੳ͸·ͩ
    ɾݸ
    FUD

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  36. MPPLTMJLFBGBDF
    BQQFBSTUPCFNBMF
    BHFSBOHF ZFBSTPME
    TNJMJOH
    EPFTOPUIBWFBCFBSE

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  37. 3FLPHOJUJPOͷ࢖͍ํ
    &$
    4
    -BNCEB 3FLPHOJUJPO
    ςΩετ෼ੳΛ༻͍ͯϢʔβ΁͓ಧ͚͢Δ঎඼͕͍͋ͬͯΔͷ͔
    μϒϧνΣοΫ΋ؚΊͯߦ͏
    "1*
    (BUFXBZ

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  38. 3FLPHOJUJPOʹΑΓՄೳʹͳΔ͜ͱ
    ɾϢʔβ΁͓ಧ͚͢ΔϐοΫϛεΛݮΒͤΔ
    ɾ͓՛ࢠͷδϟϯϧͷภΓΛݮΒ͢
    ɾػցֶश"*΁׆͔ͤΔ
    ɾෳ਺ݸ·ͱΊͯ൑அͰ͖Δ
    ɾࡏݿ؅ཧ
    ɾ4ʹอଘͤ͞ΔͷͰ঎඼Λཤྺͱͯ͠࢒ͤΔ
    FUD

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  39. 3FLPHOJUJPOͷ࢖͍ํ
    ݱঢ়೔ຊޠະରԠ@
    ςΩετ *% ਌*%
    MPWFTOBDL
    MPWF
    TOBDL
    ୯ޠͱߦͷؔ܎ʹΑΓ
    ୯ޠͷҐஔؔ܎Λ൑அͯ͘͠ΕΔ

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  40. 3FLPHOJUJPOͷ஫ҙ఺
    w ॎ޲͖ͷը૾Ͱͳ͍ͱςΩετ͸൑அͰ͖ͳ͍
    w ౦ژϦʔδϣϯͰͷςΩετͷݕग़͸ະରԠ ೔ຊޠະରԠ

    w "1*ʹύϥϝʔλͱͯ͠౉͢ը૾ͷ࠷େαΠζ SBXόΠτ
    ͸.#
    w 1/(͓Αͼ+1&(ը૾ܗࣜΛαϙʔτ
    w ͭͷإίϨΫγϣϯʹอଘͰ͖Δإͷ࠷େ਺͸ສ
    w ݕࡧ"1*͔Βฦ͞ΕΔҰக͢Δإͷ࠷େ਺͸
    w 3FLPHOJUJPO7JEFP(#·ͰͷอଘࡁΈϏσΦ

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  41. ͓͓ΑͦҎલʹൺ΂͕࣌ؒ΄Ͳʹ
    Ϣʔβʔ
    ৘ใ
    ΞαΠϯ
    ϐοΫ
    Ξοϓ
    QJDLVQ
    νΣοΫ
    ΞαΠϯ
    ࣌ؒখˣ
    ϐοΫϛε

    ͳ͠
    1PMMZ΍3FLPHOJUJPOͷ࢖༻

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  42. ࠓޙ
    w3FLPHOJUJPOͷ೔ຊޠղੳ͕Ͱ͖ΔΑ͏ʹͳͬͯ΋Β
    ͍͍ͨ
    wΞϧΰϦζϜͷਫ਼౓޲্
    ɹᵋશମͷόϥϯεΛߟ͑ͨΞϧΰϦζϜ
    ɹᵋCPYͱݸͰͷධՁ
    ɹᵋ͓՛ࢠͷσΟεΧόϦʔਫ਼౓
    w঎඼։ൃ΁Ԡ༻

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  43. ΍Δ͜ͱ͸·ͩ·ͩ͋Γ·͢

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  44. ฉ͖͍ͨ͜ͱ͕͋Ε͹ؾܰʹ͓੠͕͚͍ͩ͘͞ʂ

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  45. ΤϯδχΞืूதʂʂ
    -FU`TFOKPZHVJMUGSFFTOBDLT
    ΞϧΰϦζϜ΍Πϯϑϥαʔόʔ
    ͓଴ͪͯ͠·͢ʂ

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  46. -FU`TFOKPZHVJMUGSFFTOBDLT
    ͝੩ௌ͋Γ͕ͱ͏͍͟͝·ͨ͠ɻ

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