Slide 1
Slide 1 text
"NB[PO3FLPHOJUJPOΛ༻͍ͯ
ϑΥϩϫʔͷஉঁൺΛग़͢
WEBΤϯδχΞษڧձ #05
େڮ Ұथ @kzkohashi
Slide 2
Slide 2 text
େڮҰथ!L[LPIBTIJ
ΠϯϑϧΤϯαʔϚʔέςΟϯά
αʔόαΠυ
ϑϩϯτத৺
झຯΧϨʔϥΠε
Slide 3
Slide 3 text
ϑΥϩϫʔͷใ
ݟͨ͜ͱ͋Γ·͔͢ʁ
Slide 4
Slide 4 text
4/4ͷϑΥϩϫʔใ
*OTUBHSBNΠϯαΠτ 5XJUUFS"OBMZUJDT
Slide 5
Slide 5 text
ଞਓͷΓ͍ͨʂ
Slide 6
Slide 6 text
Ͳ͏ΕͰ͖ΔͩΖ͏ʁ
ϑΥϩϫʔ ϑΥϩϫʔ
Slide 7
Slide 7 text
إೝࣝΛͬͯஉঁྨਪʁ
w จࣈϕʔεͰͷஉঁྨਪͦ͠͏
w 4/4ʹΑͬͯจࣈ͕গͳ͍߹͕͋Δ
w ϓϩϑΟʔϧը૾͔Βஉ͔ঁ͔ͳΜͱ͘ͳ͘
Θ͔Γͦ͏
Slide 8
Slide 8 text
બఆख๏ͷௐࠪ
֎෦"1* ࣗલ
'BDF"1*
$MPVE7JTPO
7JTVBM3FDPHOJUJPO
0QFO#3
࣌ؒͱ͑Δ͓ۚΛߟ͑ͯ֎෦"1*͔Βબఆʂ
"NB[PO3FLPHOJUJPO
Slide 9
Slide 9 text
͜Μͳײ͡
'BDF"1* "NB[PO3FDPHOJUJPO
Slide 10
Slide 10 text
બఆൺΔ
w ຕͷ4/4ͷϓϩϑը૾Λ༻ҙ
w உੑຕ
ঁੑຕ
ͦͷଞຕ
w 'BDF"1*ͱ"NB[PO3FLPHOJUJPOͰൺֱ
͋ΔํͷૉΒ͍͠ϒϩάͰࣝผ͕͔ͳΓΑ͔ͬͨʂ
Slide 11
Slide 11 text
ൺͨ݁Ռ ਖ਼
छྨ உੑ ঁੑ ͦͷଞ
Amazon
Rekognition
112(68%) 174(75%) 512(92%)
Face API 75(46%) 121(52%) 522(94%)
୯७ͳਖ਼"NB[PO3FLPHOJUJPO͕ଟ͍
Slide 12
Slide 12 text
ൺͨ݁Ռʢޡʣ
छྨ ঁੑ
Amazon
Rekognition
13
Face API 5
छྨ உੑ
Amazon
Rekognition
5
Face API 3
͕͑ঁੑͷը૾
͕͑உੑͷը૾
ޡ'BDF"1*ͷ΄͏͕গͳͦ͏
Slide 13
Slide 13 text
'BDF"1* "NB[PO3FLPHOJUJPO
ޱͳͲݟ͑ͳ͍ͱ'BDF"1*ݕग़ͮ͠Β͍ʁ
ݕग़ࣦഊ
ݕग़ޭ
Slide 14
Slide 14 text
'BDF"1* "NB[PO3FLPHOJUJPO
4/4ը૾ਅਖ਼໘Λ͋·Γ͍ͯͳ͍ͨΊݕग़ʹ͕ࠩग़ͨʁ
ݕग़ࣦഊ
ݕग़ޭ
Slide 15
Slide 15 text
'BDF"1* "NB[PO3FLPHOJUJPO
ࣝผޭ͚ͨ͠Ͳ
Ұਓ͚ͩݕग़
ೋਓݕग़͚ͨ͠Ͳ
ࣝผࣦഊ
ݕग़ͪ͠Ό͑'BDF"1*ڧ͍ɾɾɾ
Slide 16
Slide 16 text
'BDF"1* "NB[PO3FLPHOJUJPO
͜͏͍͏͜ͱ͋Δʢসʣ
ࣝผޭ͚ͨ͠Ͳ
ͲͪΒঁੑͱޡೝࣝ
Slide 17
Slide 17 text
બఆ·ͱΊ
w 'BDF"1*ͷ΄͏͕ਫ਼ྑͦ͞͏
w ͨͩɺޱͱ͔ӅΕͨΓ͍ͯ͠Δ4/4ը૾ͷݕग़ѱ͗͢Δ
w ࣝผͱݕग़ͷόϥϯεͰ"NB[PO3FLPHOJUJPOʹܾఆ
ʢ୯७ͳਖ਼ͳΒΑ͔ͬͨʣ
"NB[PO3FLPHOJUJPO
Slide 18
Slide 18 text
"NB[PO3FLPHOJUJPOͱ
w "84͕ఏڙ͍ͯ͠Δɺը૾ࣝผαʔϏε
w إೝ͚ࣝͩͰͳ͘ɺΦϒδΣΫτʢؠͱ͔ʣͷݕग़
ൺֱͱ͔Ͱ͖Δ
w ͍͍ͳͱࢥͬͨͷɺஉঁࣝผʹ৴པ͕͍͍ͭͯΔ
͍·͞Β
Slide 19
Slide 19 text
(FOEFS\
7BMVF.BMF
$POpEFODF
^
৴པ
ࣗͨͪͷαʔϏεʹԠͯ͡ᮢܾΊΕΔ
Slide 20
Slide 20 text
ΞʔΩςΫνϟ
ϓϩϑը૾
μϯϩʔυ
ϑΥϩϫʔใ
σϑΥϧτը૾͔
൱͔
Ξοϓϩʔυ
˞
˞͓͍ۚͬͨͳ͍ͷͰɺσϑΥϧτը૾ͷਓল͍ͯΔ
IUUQL[LPIBTIJIBUFOBCMPHDPNFOUSZ
ʢQZUIPOΛͬͯ03#ͱ1FSDFQUVBM)BTIͰը૾ͷྨࣅΛൺͯΈΔ
৴པͷᮢ
உঁใ
"NB[PO3FLPHOJUJPO
KTPO
Slide 21
Slide 21 text
݁Ռ
͑
ঁੑ
உੑ
ࠓճͷγεςϜ ˞
ঁੑ
உੑ
˞αϯϓϦϯάϥϯμϜͰׂ̍ఔ
Slide 22
Slide 22 text
·ͱΊ
w ը૾ࣝผ"1*৭ʑ͋Δ
w ༻్ʹ߹Θͤͯࣝผͱݕग़ͷόϥϯεͰબ
w ϓϩϑը૾͚ͩͰஉঁൺͱΕͨ
Slide 23
Slide 23 text
͓·͚
͜ͷൺʹຊʹͳΔͷ͔ࢼͨ͠
छྨ உੑ ঁੑ ͦͷଞ
ࣗͰ͑Δ 65%(97) 35%(52) 12
Amazon
Rekognition
46%(36) 54%(42) 22
Face API 51%(21) 49%(20) 121
ͳΔ΄Ͳɾɾɾ