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"NB[PO3FLPHOJUJPOΛ༻͍ͯ ϑΥϩϫʔͷஉঁൺΛग़͢  WEBΤϯδχΞษڧձ #05 େڮ Ұथ @kzkohashi

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େڮҰथ!L[LPIBTIJ  ΠϯϑϧΤϯαʔϚʔέςΟϯά  αʔόαΠυ ϑϩϯτத৺  झຯ͸ΧϨʔϥΠε

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ϑΥϩϫʔͷ৘ใ ݟͨ͜ͱ͋Γ·͔͢ʁ

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4/4ͷϑΥϩϫʔ৘ใ *OTUBHSBNΠϯαΠτ 5XJUUFS"OBMZUJDT

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ଞਓͷ΋஌Γ͍ͨʂ

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Ͳ͏΍Ε͹Ͱ͖ΔͩΖ͏ʁ ϑΥϩϫʔ ϑΥϩϫʔ

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إೝࣝΛ࢖ͬͯஉঁྨਪʁ w จࣈϕʔεͰͷஉঁྨਪ͸೉ͦ͠͏ w 4/4ʹΑͬͯ͸จࣈ͕গͳ͍৔߹͕͋Δ w ϓϩϑΟʔϧը૾͔Βஉ͔ঁ͔ͳΜͱ͘ͳ͘
 Θ͔Γͦ͏

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બఆख๏ͷௐࠪ ֎෦"1* ࣗલ 'BDF"1* $MPVE7JTPO 7JTVBM3FDPHOJUJPO 0QFO#3 ࣌ؒͱ࢖͑Δ͓ۚΛߟ͑ͯ֎෦"1*͔Βબఆʂ "NB[PO3FLPHOJUJPO

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͜Μͳײ͡ 'BDF"1* "NB[PO3FDPHOJUJPO

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બఆൺ΂Δ w ຕͷ4/4ͷϓϩϑը૾Λ༻ҙ w உੑຕ ঁੑຕ ͦͷଞຕ w 'BDF"1*ͱ"NB[PO3FLPHOJUJPOͰൺֱ ͋Δํͷૉ੖Β͍͠ϒϩάͰࣝผ཰͕͔ͳΓΑ͔ͬͨʂ

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ൺ΂ͨ݁Ռ ਖ਼౴਺ छྨ உੑ ঁੑ ͦͷଞ Amazon Rekognition 112(68%) 174(75%) 512(92%) Face API 75(46%) 121(52%) 522(94%) ୯७ͳਖ਼౴਺͸"NB[PO3FLPHOJUJPO͕ଟ͍

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ൺ΂ͨ݁Ռʢޡ౴਺ʣ छྨ ঁੑ Amazon Rekognition 13 Face API 5 छྨ உੑ Amazon Rekognition 5 Face API 3 ౴͕͑ঁੑͷը૾ ౴͕͑உੑͷը૾ ޡ౴਺͸'BDF"1*ͷ΄͏͕গͳͦ͏

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'BDF"1* "NB[PO3FLPHOJUJPO ޱͳͲ΋ݟ͑ͳ͍ͱ'BDF"1*͸ݕग़ͮ͠Β͍ʁ ݕग़ࣦഊ ݕग़੒ޭ

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'BDF"1* "NB[PO3FLPHOJUJPO 4/4ը૾͸ਅਖ਼໘Λ͋·Γ޲͍ͯͳ͍ͨΊݕग़཰ʹ͕ࠩग़ͨʁ ݕग़ࣦഊ ݕग़੒ޭ

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'BDF"1* "NB[PO3FLPHOJUJPO ࣝผ੒ޭ͚ͨ͠Ͳ Ұਓ͚ͩݕग़ ೋਓݕग़͚ͨ͠Ͳ ࣝผࣦഊ ݕग़ͪ͠Ό͑͹'BDF"1*ڧ͍ɾɾɾ

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'BDF"1* "NB[PO3FLPHOJUJPO ͜͏͍͏͜ͱ΋͋Δʢসʣ ࣝผ੒ޭ͚ͨ͠Ͳ ͲͪΒ΋ঁੑͱޡೝࣝ

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બఆ·ͱΊ w 'BDF"1*ͷ΄͏͕ਫ਼౓͸ྑͦ͞͏ w ͨͩɺޱͱ͔ӅΕͨΓ͍ͯ͠Δ4/4ը૾ͷݕग़཰͸ѱ͗͢Δ w ࣝผ཰ͱݕग़཰ͷόϥϯεͰ"NB[PO3FLPHOJUJPOʹܾఆ
 ʢ୯७ͳਖ਼౴਺ͳΒΑ͔ͬͨʣ "NB[PO3FLPHOJUJPO

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"NB[PO3FLPHOJUJPOͱ͸ w "84͕ఏڙ͍ͯ͠Δɺը૾ࣝผαʔϏε w إೝ͚ࣝͩͰ͸ͳ͘ɺΦϒδΣΫτʢؠͱ͔ʣͷݕग़΍
 ൺֱͱ͔΋Ͱ͖Δ w ͍͍ͳͱࢥͬͨͷ͸ɺஉঁࣝผʹ৴པ౓͕͍͍ͭͯΔ ͍·͞Β

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(FOEFS\ 7BMVF.BMF  $POpEFODF ^ ৴པ౓ ࣗ෼ͨͪͷαʔϏεʹԠͯ͡ᮢ஋ܾΊΕΔ

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ΞʔΩςΫνϟ ϓϩϑը૾ μ΢ϯϩʔυ ϑΥϩϫʔ৘ใ σϑΥϧτը૾͔ ൱͔  Ξοϓϩʔυ ˞ ˞͓ۚ΋͍ͬͨͳ͍ͷͰɺσϑΥϧτը૾ͷਓ͸ল͍ͯΔ IUUQL[LPIBTIJIBUFOBCMPHDPNFOUSZ
 ʢQZUIPOΛ࢖ͬͯ03#ͱ1FSDFQUVBM)BTIͰը૾ͷྨࣅ౓Λൺ΂ͯΈΔ ৴པ౓ͷᮢ஋  உঁ৘ใ "NB[PO3FLPHOJUJPO KTPO

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݁Ռ ౴͑ ঁੑ உੑ ࠓճͷγεςϜ ˞  ঁੑ உੑ ˞αϯϓϦϯά਺͸ϥϯμϜͰׂ̍ఔ౓

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·ͱΊ w ը૾ࣝผ"1*͸৭ʑ͋Δ w ༻్ʹ߹Θͤͯࣝผ཰ͱݕग़཰ͷόϥϯεͰબ୒ w ϓϩϑը૾͚ͩͰ΋உঁൺͱΕͨ

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͓·͚ ͜ͷൺ཰ʹຊ౰ʹͳΔͷ͔ࢼͨ͠ छྨ உੑ ঁੑ ͦͷଞ ࣗ෼Ͱ਺͑Δ 65%(97) 35%(52) 12 Amazon Rekognition 46%(36) 54%(42) 22 Face API 51%(21) 49%(20) 121 ͳΔ΄Ͳɾɾɾ