TensorFlowによるDeep Learningでアイドルの顔識別する話

Transcript

1. 5FOTPS'MPXʹΑΔ
   
   
   
   
   
   %FFQ
   -FBSOJOHͰ
   ΞΠυϧͷإࣝผ͢Δ࿩ 
   !TVHZBO

2. ಺༰ w 5FOTPS'MPXʹΑΔσΟʔϓϥʔχϯάͰɺΞΠυϧͷإΛࣝผ ͢Δ
   w IUUQEIBUFOBOFKQTVHZBO
   w ଓɾ5FOTPS'MPXͰͷ%FFQ
   -FBSOJOHʹΑΔΞΠυϧͷإࣝผ
   w IUUQEIBUFOBOFKQTVHZBO
   

   w 5FOTPS'MPXͰͷ%FFQ
   -FBSOJOHʹΑΔΞΠυϧͷإࣝผ
   ͷͨΊ ͷσʔλ࡞੒
   w IUUQEIBUFOBOFKQTVHZBO

3. 5FOTPS'MPX w IUUQTXXXUFOTPSqPXPSH
   w d
   w .BDIJOF
   -FBSOJOH
   -JCSBSZ
   GSPN
   (PPHMF

4. 5FOTPS'MPX w 5VUPSJBM
   w IUUQTXXXUFOTPSqPXPSHWFSTJPOT SUVUPSJBMTJOEFYIUNM

5. *NBHF
   3FDPHOJUJPO w ը૾ͱϥϕϧΛηοτʹֶͯ͠शͤ͞Δ
   w $POWPMVUJPOBM
   /FVSBM
   /FUXPSLΛ࢖ͬͯ෼ྨ
   w ͱʹ͔͍͘͢͝ߴਫ਼౓ʹ෼ྨͰ͖ΔΒ͍͠
   w FH
   $*'"3
   w

   3(#
   Y
   JNBHFT
   
   
   DMBTTFT
   w 
   GPS
   USBJOJOH
   
   GPS
   UFTU

6. 5FOTPS#PBSE

7. 5FOTPS#PBSE

8. 'BDF
   3FDPHOJUJPO w $SFBUF
   EBUBTFU
   BOE
   NPEFMT
   w 3(#
   Y
   GBDF
   JNBHFT
   w EFUFDUFE
   CZ
   0QFO$7
   )BBS
   GFBUVSFCBTFE
   w 
   DPOWPMVUJPOBM
   MBZFST
   
   GVMMZ
   DPOOFDUFE
   

   MBZFST

9. ΋΋͍ΖΫϩʔόʔ;

10. ϥΠϒΞΠυϧ w ೔ຊ֤஍ʹɺܰ͘ਓҎ্
    w 5XJUUFSʹࣗࡱΓΛଟ্͍͛ͯ͘Δ
    w ࣗಈͰͨ͘͞Μऩूͯ͠෼ྨ͍ͨ͠

11. 3FQPTJUPSJFT w UGDMBTTJpFS
    w IUUQTHJUIVCDPNTVHZBOUGDMBTTJpFS
    w QZUIPO
    w MFBSOJOH
    XFC
    DMBTTJGZ
    "1*
    

    w GBDFDPMMFDUPS
    w IUUQTHJUIVCDPNTVHZBOGBDFDPMMFDUPS
    w 3VCZ
    PO
    3BJMT
    w DPMMFDUJOH
    GBDFT
    MBCFMJOH
    GSPOUFE
    HFOFSBUJOH
    EBUBTFUT
    FUD

12. %&.0

13. Τη൒ڭࢣ͋Γֶश w σʔληοτ࡞ΔͷϚδͭΒ͍
    w ਺ສʙ
    ͷը૾Λઍ਺ඦʙ
    ʹ෼ྨɺϥϕϧ෇͚
    w खಈͰ΍Δͷ͸ݶք
    w ز͔ͭἧͬͨΒͱΓֶ͋͑ͣशͤ͞Δ
    w

    d
    ͘Β͍Ͱͦͦ͜͜ಛ௃Λरͬͯ͘ΕΔ
    w ֶशࡁΈϞσϧͰະ෼ྨσʔλΛ෼ྨͤ͞Δ
    w ؒҧ͍ͬͯͨΒ௚ͤ͹ྑ͍͚ͩɺ߹ͬͯΕ͹σʔλ૿͑Δʂ

14. 
    ݱࡏ w  d
    GBDFT
    w  d
    MBCFMFE
    w 
    DMBTTFT
    w

    d
    BDDVSBDZ
    
    w ͳΜ͔΋͏ͪΐͬͱྑ͍࢓૊Έ΋ߟ͍͑ͨ