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1.  ϝϧΧϦʹ͓͚Δࣸਅݕࡧػೳ ߥ੉
   ߊհ
   !,PTVLF"SBTF
   4PGUXBSF
   &OHJOFFS
   BU
   "*
   &OHJOFFSJOH
   5FBN
   

2.  ࣗݾ঺հ  ߥ੉
   ߊհ
   ,PTVLF
   "SBTF
   w "*
   &OHJOFFSJOH
   5FBN
   ΤϯδχΞ
   w ౦ژେֶେֶӃ
   ݪాݚڀࣨଔ
   

   w ೥݄d೥݄
   Πϯλʔϯ
   w ೥݄
   ৽ଔೖࣾ
   w ೥݄d
   ࣸਅݕࡧϓϩδΣΫτ
   5FDI-FBE
   w ઐ໳
   ը૾ೝࣝɼ࣍ݩ఺܈ೝࣝ
   w ग़඼࣌ͷը૾ೝࣝػೳࣸਅݕࡧػೳ
   w 5XJUUFS
   (JU)VC
   !,PTVLF"SBTF

3.  8IBU
   JT
   ࣸਅݕࡧ ಈըϦϯΫ
   IUUQTZPVUVCFL5OJ&W0$H*
   w ͍ΘΏΔը૾ݕࡧػೳ
   J04
   ͷΈ
   w ঎඼໊Λ஌Βͳͯ͘΋ը૾͔Β঎඼ΛݕࡧՄೳ

4. 4ZTUFN
   0WFSWJFX  ը૾ొ࿥ϑϩʔ
   USBJOJOH
   ը૾ݕࡧͷϑϩʔ
   TFSWJOH *OWFSUFE
   GJMF
   TZTUFN
   XJUI
   UIF
   BTZNNFUSJD
   EJTUBODF
   DPNQVUBUJPO
   *7'"%$*7'12

   
   <+ÉHPV
   > Object Detection (SSD-MobileNet v2)

5.  8IBU
   JT
   ࣸਅݕࡧ w ࣸਅݕࡧͷϞσϦϯάͱγεςϜʹؔ࿈ͯ͠ܭຊͷ࿦จΛൃද
   w 5BLVNB
   :BNBHVDIJ
   ,PTVLF
   "SBTF
   3JLV
   5PHBTIJ
   4IVOZB
   6FUB 


   $MPTJOH
   UIF
   (BQ
   #FUXFFO
   2VFSZ
   BOE
   %BUBCBTF
 UISPVHI
   2VFSZ
   'FBUVSF
   5SBOTGPSNBUJPO
   JO
   $$
   F$PNNFSDF
   7JTVBM
   4FBSDI 
 5IF
   
   4*(*3
   8PSLTIPQ
   0O
   F$PNNFSDF
   4*(*3
   F$PN`
   
   w ࢁޱ
   ୓ਅɼதՏ
   ޺จɼઍ༿
   ཽհɼߥ੉
   ߊհɼ
 $$
   ϚʔέοτϓϨΠεʹ͓͚ΔϏδϡΞϧݕࡧγεςϜɼ
 ୈճը૾ͷೝࣝɾཧղγϯϙδ΢Ϝ
   .*36 ɼ
   w ·্ͣͷຊͷ࿦จΛ঺հ͢ΔܗͰϝϧΧϦͷࣸਅݕࡧٕज़ʹ͍ͭͯ࿩͠ɼ
 ͦͷޙࠓޙͷల๬ʹ͍͓ͭͯ࿩͠͠·͢ɽ

6. $MPTJOH
   UIF
   (BQ
   #FUXFFO
   2VFSZ
   BOE
   %BUBCBTF
   UISPVHI
   2VFSZ
   'FBUVSF
   5SBOTGPSNBUJPO
   JO
   $$
   F$PNNFSDF
   7JTVBM
   4FBSDI 5BLVNB
   :BNBHVDIJ
   ,PTVLF
   "SBTF
   3JLV
   5PHBTIJ
   4IVOZB
   6FUB 4*(*3
   F$PN`
   

7. ໰୊఺  w $$
   F$PNNFSDFͰ͸ɼग़඼ऀ΋ߪೖऀ΋Ұൠফඅऀ
   w ଟ͘ͷ৔߹ɼ঎඼͸চ΍ςʔϒϧ্ͰࡱӨ͞ΕΔ
   w ҰํɼΫΤϦʹ͸ண༻ը૾͕ଟ͍͕ɼ
 ͦͷ৔߹ண༻ը૾͕ݕࡧ͞Ε΍͍͢
   w

   ͜ͷΑ͏ͳݕࡧ݁Ռ͸
 #$
   F$PNNFSDFΛ࿈૝ͤ͞ɼ
 ग़඼ऀͷग़඼ҙཉʹѱӨڹΛ
 ٴ΅͢Մೳੑ͕͋Δ<)BHJV
   > "
   )BHJV
   FU
   BM
   l/FUXPSL
   &GGFDUT
   "SFO`U
   &OPVHIz 
 )BSWBSE
   #VTJOFTT
   3FWJFX
   

8. ͱͳΔΑ͏ͳ
   ಛ௃ม׵ϕΫτϧ
   Λࢉग़͢Δ ఏҊख๏lண༻zͷಛ௃ΛऑΊΔಛ௃ม׵  ʔ ʔ ʔ ʔ 
   ಛ௃நग़ث

   㲒 㲒 㲒 㲒

9. ఏҊख๏lண༻zͷಛ௃ΛऑΊΔಛ௃ม׵  㲒 ʔ ʔ ʔ ʔ 
   ಛ௃நग़ث ੒ཱ͠ͳ͍ 㲒

   㲒 㲒

10. ಛ௃දݱ  ண༻ը૾͔Βɼlண༻zͷϕΫτϧ ಛ௃ม׵ϕΫτϧ ΛҾ͘ ʔ ʔ Λɼ-ϊϧϜ͕
    

    
    ͷඇෛϕΫτϧͷಛ௃நग़ثͱߟ͑ͯ 㲒

11. ಛ௃දݱ  lண༻zը૾Ͱ͸ͳ͍ಛ௃ϕΫτϧ͔Βɼ
    lண༻zͷϕΫτϧ ಛ௃ม׵ϕΫτϧ ΛҾ͍ͨ࣌ͷӨڹΛͳͤ͘Δ͔΋͠Εͳ͍ ʔ 㲒 ʔ Λɼ-ϊϧϜ͕

    
    
    ͷඇෛϕΫτϧͷಛ௃நग़ثͱߟ͑ͯ

12. ಛ௃ม׵ϕΫτϧ  τοϓεண༻ը૾ τοϓεඇண༻ը૾ ϘτϜεண༻ը૾ ϘτϜεඇண༻ը૾

13. ಛ௃நग़ث w .PCJMF/FU
    W
    w ΤοδσόΠεͰͷॲཧΛݟਾ͑ͯͷϞσϧબ୒
    w ࣝผ໰୊ͱֶͯ͠श
    w (MPCBM
    "WFSBHF
    1PPMJOHͷग़ྗ
    

    E
    Λ
 -ਖ਼نԽͨ͠΋ͷΛಛ௃ϕΫτϧͱͯ͠ར༻
    w σʔληοτ
    w ໿ඦສը૾ɼ໿ Ϋϥε
    w ϒϥϯυɼ໛༷ɼΧςΰϦͷ૊Έ߹Θͤ
    FH
    ʮφΠΩ
    ετϥΠϓ
    ΰϧϑϙϩγϟπʯ
    
    
    
    ʮ༡ٔԦ
    τϨʔσΟϯάΧʔυʯ
    w ֶश݁Ռ
    w "DDVSBDZ
    5PQ
    
    5PQ
      ඇෛͷཁૉͰߏ੒͞ΕΔϕΫτϧ

14. ݕূ݁Ռ  ඇண༻ը૾ ண༻ը૾ ண༻ը૾ $SPQQFE ඇண༻ண༻ը૾Λ ຕͣͭɼ߹ܭ ຕ༻ҙ͠ɼຕΛΫΤϦը૾ͱͯ͠ར༻ ݕࡧ݁Ռ͕ඇண༻ը૾͔ͭΧςΰϦ͕Ұகͨ͠৔߹ʹਖ਼ղͱΈͳ͠ɹ

    N"1!ɹ ͰධՁ ண༻ը૾ʹରͯ͠େ෯ͳվળ͕ΈΒΕɼඇண༻ը૾ʹରͯ͠΋ޮՌ͕ಘΒΕͨ N"1!

15. ݕূ݁Ռ ԯ঎඼͔Βͷݕࡧ 

16. ݕূ݁Ռ ԯ঎඼͔Βͷݕࡧ  ಛ௃ม׵ʹ൐͏෰০඼Ҏ֎΁ͷӨڹ΋΄ͱΜͲݟΒΕͳ͍

17. ·ͱΊ  w $$
    F$PNNFSDFಛ༗ͷը૾ݕࡧͰͷ՝୊ʹର͢ΔऔΓ૊Έ
    w ݁Ռʹண༻ը૾͕ଟؚ͘·ΕΔͱग़඼ʹ΋ӨڹΛٴ΅͢Մೳੑ͕͋Δ
    w ΫΤϦը૾ͷಛ௃͔Βlண༻zͷಛ௃ΛऑΊΔಛ௃ม׵ΛఏҊ
    w ண༻ը૾ͷΫΤϦʹରͯ͠ݕࡧਫ਼౓ͷେ෯ͳվળΛ֬ೝ
    

    w ඇண༻ը૾ʹ͍ͭͯ΋ѱӨڹ͸ݟΒΕͣɼఏҊख๏ͷ༗ޮੑΛ֬ೝ
    w ΫΤϦ΁ͷޙॲཧͷΈͷૢ࡞Ͱ͋ΔͨΊɼܰྔ͔ͭมߋ͕༰қ
    w ࠓޙͷ՝୊ɿఏҊͨ͠ಛ௃ม׵ͷ༗ޮੑʹ͍ͭͯͷཧ࿦తઆ໌

18.  $$ϚʔέοτϓϨΠεʹ͓͚Δ
 ϏδϡΞϧݕࡧγεςϜ ࢁޱ
    ୓ਅɼதՏ
    ޺จɼઍ༿
    ཽհɼߥ੉
    ߊհ
    גࣜձࣾϝϧΧϦ .*36
 4ZTUFN
    5SBDL
    0SBM
    

19. 4ZTUFN
    0WFSWJFX  ը૾ొ࿥ϑϩʔ
    USBJOJOH
    ը૾ݕࡧͷϑϩʔ
    TFSWJOH *OWFSUFE
    GJMF
    TZTUFN
    XJUI
    UIF
    BTZNNFUSJD
    EJTUBODF
    DPNQVUBUJPO
    *7'"%$*7'12

    
    <+ÉHPV
    > Object Detection (SSD-MobileNet v2)

20. w %PDLFS
    w ίϯςφ؀ڥ
    04ϨϕϧͷԾ૝Խ؀ڥ
    Λఏڙ͢Δϛυϧ΢ΣΞ
    w ҟͳΔ؀ڥͰૉૣ͘ΞϓϦέʔγϣϯΛಈ࡞Մೳ
    w ӡ༻ίετͷ௿ݮ΍γεςϜͷ҆ఆԽ
    

    w ,VCFSOFUFT
    LT
    w ෳ਺ͷίϯςφͷσϓϩΠɼεέʔϦϯάɼ؅ཧΛߦ͏ͨΊͷ
 ίϯςφΦʔέετϨʔγϣϯγεςϜ
    w $VTUPN
    3FTPVSDF
    %FGJOJUJPO
    $3% ͱݺ͹ΕΔಠࣗͷϦιʔεΛఆٛͰ͖Δػೳ͕͋Γɺ
 ։ൃऀ͸ͦͷػೳΛհͯ͠LTͷػೳΛ֦ுͰ͖Δ
    w "84
    ($1
    ͷϚϧνΫϥ΢υߏ੒Λ࠾༻
    USBJOJOH
    &,4
    TFSWJOH
    (,&  %PDLFS
    BOE
    ,VCFSOFUFT

21. w$VTUPN
    3FTPVSDF
    %FpOJUJPO
    $3% 
 ಠࣗʹϦιʔεΛఆٛͰ͖ΔLTͷػೳ
    wΧελϜϦιʔεͱΧελϜίϯτϩʔϥͰߏ੒
    wΧελϜίϯτϩʔϥ͕ΧελϜϦιʔεͷ
 ϥΠϑαΠΫϧঢ়ଶʹԠͯ͡
 Ϋϥελͷঢ়ଶΛίϯτϩʔϧ͢Δ 8IBU
    JT
    $VTUPN
    3FTPVSDF
    %FGJOJUJPO
    $3%

    LVCFDUM
    DSFBUF
    G
    GPP@DSEZNM LVCFDUM
    DSFBUF
    G
    GPPZNM

22.  "SDIJUFDUVSFɹ

23.  "SDIJUFDUVSF֓ཁਤ "84 ($1

24.  
    5SBJOJOHɾϦιʔεͷ࡞੒ "84 ($1

25.  w όονॲཧͷ֤޻ఔΛݸผͷίϯςφΠϝʔδͰ࣮ߦ
    w ϥΠϒϥϦͷґଘؔ܎ͳͲ؀ڥφΠʔϒͳ.-ύΠϓϥΠϯͷ໰୊Λղܾ
    w ύΠϓϥΠϯ%"(͸:".-Ͱهड़
    w ֤޻ఔͷೖग़ྗ͸1FSTJTUFOU
    7PMVNFʢҎԼ17ʣΛհ͢ 5SBJOJOHɾίϯςφϕʔεύΠϓϥΠϯ

    $3% 
    $VTUPN
    3FTPVSDF
    %FGJOJUJPO
    "//
    "QQSPYJNBUF
    /FBSFTU
    /FJHICPS

26.  5SBJOJOHɾϦιʔεͷ࡞੒ w )PVSMZ
    %BJMZ
    .POUIMZ
    όον͕ଘࡏ
    
    w 5SBJOJOH
    DVTUPN
    SFTPVSDF
    Λ
 $SPO+PC͕࡞੒
    w

    $VTUPN
    DPOUSPMMFS
    ͕
 DVTUPN
    SFTPVSDF
    Ͱઃఆ͞Εͨ
 ίϯςφϕʔεύΠϓϥΠϯΛ࣮ߦ

27.  5SBJOJOHɾϦιʔεͷ࡞੒ w શͯͷόον࣮ߦ৘ใ͕
 ΧελϜϦιʔεͱͯ͠
 LT্ʹ࢒Δ
    w ಉ͡ॲཧΛ࠶࣮ߦग़དྷΔͨ Ίɺόονͷ࠶࣮ߦΛ൐͏ ো֐෮چ࡞ۀ͕༰қ

28.  
    ը૾ͷμ΢ϯϩʔυ "84 ($1

29.  w 4্ʹଘࡏ͢ΔϝϧΧϦɾΠϝʔδετΞ͔Β঎඼ը૾Λμ΢ϯϩʔυ
    w ύΠϓϥΠϯ্΋ͬͱ΋͕͔͔࣌ؒΔ޻ఔ
    ը૾਺͕๲େͳͨΊ
    w ͦͷͨΊ17ʹҰఆظؒΩϟογϡ͢ΔࣄʹΑͬͯ࠶ΠϯσοΫε͕
 ඞཁͳ࣌ʹ͸ૉૣ͘ύΠϓϥΠϯΛճͤΔΑ͏ʹ͍ͯ͠Δ

    ը૾ͷμ΢ϯϩʔυ

30.  
    ΞηοτͷΞοϓϩʔυ "84 ($1

31.  w ύΠϓϥΠϯͷ੒Ռ෺Ͱ͋Δಛ௃ϕΫτϧͱ
 ۙࣅ࠷ۙ๣୳ࡧ "QQSPYJNBUF
    /FBSFTU
    /FJHICPS
    "//
    *OEFYΛ
 ϞσϧϨϙδτϦʹόʔδϣϯ؅ཧ͞Εͨঢ়ଶͰอଘ
    w ϞσϧϨϙδτϦ͸($4

    (PPHMF
    $MPVE
    4UPSBHF ্ʹߏங ΞηοτͷΞοϓϩʔυ

32.  
    4FSWJOHΠϝʔδͷϏϧυ "84 ($1

33.  ϞσϧϨϙδτϦ͸*NBHF
    #VJMEFSͱݺ͹ΕΔEBFNPOʹΑΓ؂ࢹ͞Ε͍ͯΔ
    w ৽͍͠Ξηοτ͕௥Ճ͞ΕΔͱࣗಈͰ4FSWJOHίϯςφΠϝʔδΛϏϧυ
    w ίϯςφΠϝʔδ͸"//
    *OEFY౳4FSWJOHʹ
 ඞཁͳϦιʔεΛશؚͯΜͰ͍Δ
    w Ϗϧυ͞ΕͨίϯςφΠϝʔδΛίϯςφϨδετϦʹϓογϡ 4FSWJOHΠϝʔδͷϏϧυ

    (PPHMF
    $MPVE
    4UPSBHF (PPHMF
    $POUBJOFS
    3FHJTUSZ *NBHF
    #VJMEFS
    %BFNPO ؂ࢹ "//
    *OEFY %PDLFS
    *NBHF

34.  
    4FSWJOHϦιʔεͷ࡞੒ "84 ($1

35.  4FSWJOHɾϦιʔεͷ࡞੒ w *NBHF
    #VJMEFS͸ɼ
 ίϯςφΠϝʔδΛϏϧυͨ͠ޙ
 4FSWJOHΧελϜϦιʔεΛ࡞੒
    w 4FSWJOHΧελϜίϯτϩʔϥ͸
 $3%ϦιʔεͷઃఆΛݩʹ
 ඞཁͳ%FQMPZNFOUɼ4FSWJDF౳Λ࡞੒
    

    w ຊγεςϜͰ͸ߏங͞Εͨ
 "//
    *OEFYΛݸผͷ
 *OEFYαʔϏεͱͯ͠σϓϩΠ

36.  
    4FSWJDFσΟεΧόϦ "84 ($1

37.  αʔϏεσΟεΧόϦ w Ϋϥελ্ʹଘࡏ͢Δ*OEFYαʔϏ εΛ,VCFSOFUFTΛհͯࣗ͠ಈతʹ औಘ͢Δ
    w ͳΔ΂͘େ͖ͳཻ౓ͷ*OEFYΛ
 ࢖༻͢ΔΑ͏ɺҟͳΔظؒɾཻ౓ ͷ*OEFYαʔϏε

    )PVSMZ
    %BJMZ
    .POUIMZ
    Λࣗಈతʹ૊Έ߹ΘͤΔ
    w 3&45
    
    *OEFYαʔϏεؒͷ
 ϓϩτίϧ͸H31$Λ࢖༻

38.  ֓ཁਤৼΓฦΓ "84 ($1

39.  .-
    1MBUGPSN
    -ZLFJPO ࣸਅݕࡧ͸-ZLFJPOͱݺ͹ΕΔ಺੡ͷ.-
    1MBUGPSN্ʹ
    ߏங͞Ε͓ͯΓɺԼهͷػೳ͸-ZLFJPOͷػೳΛ࢖༻͍ͯ͠Δ
    w 5SBJOJOH4FSWJOH
    $3%
    
    ΧελϜίϯτϩʔϥ
    w ίϯςφϕʔεύΠϓϥΠϯ
    w 5SBJOJOH4FSWJOH
    ίϯςφΠϝʔδϏϧμʔ
    

    w ϞσϧϨϙδτϦ

40.  ϝϧΧϦʹ͓͚ΔϏδϡΞϧݕࡧγεςϜ·ͱΊ w ίϯςφϕʔεͷ࠶ݱੑͷߴ͍γεςϜ
    w ,VCFSOFUFTͷ$3%ΧελϜίϯτϩʔϥ΍αʔϏεσΟεΧόϦ౳Λ׆༻
    w ಺੡ͷ.-
    1MBUGPSN
    -ZLFJPO
    Ͱ࣮ݱ͞Ε͍ͯΔػೳΛར༻͠ɺ


    ίϯςφϕʔεύΠϓϥΠϯ౳ϩόετͳγεςϜΛߏங
    w Ϋϥ΢υΠϯϑϥΛ,VCFSOFUFTͰந৅Խ͢ΔࣄʹΑͬͯɺϚϧνΫϥ΢υΛ ҙࣝ͢Δ͜ͱͳ͘ӡ༻Մೳ

41.  /FYU
    'VUVSFɹ

42.  3FBMUJNF
    *NBHF
    4FBSDI w &EHFଆͰPCKFDU
    EFUFDUJPO
    
    GFBUVSF
    FYUSBDUJPO
    w GFBUVSF
    WFDUPSΛΫΤϦͱ͠
 "//
    *OEFY
    TFSWJDF͔Βྨࣅ঎඼Λऔಘ
    w ϦΞϧλΠϜͳΠϯλϥΫγϣϯ
    w

    69্େ͖ͳϝϦοτ͕͋Δ

43. w ༷ʑͳτϨʔυΦϑ໰୊͕ଘࡏ͢Δ
    w "DDVSBDZ
    w -BUFODZ
    w &OFSHZ
    DPOTVNQUJPO
    w .PEFM
    TJ[F
    

    w ໨తͷ69Λୡ੒͢ΔͨΊʹɺ
 ΞϧΰϦζϜɺΤϯδχΞϦϯά྆ํͰ ͦΕΒͷόϥϯεΛߟྀ͢Δඞཁ͕͋Δ 8IBU
    NVTU
    IBQQFO
    UP
    NBLF
    %//
    XPSL
    PO
    FEHF ΦϖϨʔγϣϯʹΑͬͯίετ͕ҧ͏ NPCJMF
    EFWJDFͰαϙʔτ͍ͯ͠Δ(16ΠϯλʔϑΣʔεͷγΣΞ

44. 4FSWFS
    TJEF $MJFOU
    TJEF w αʔόଆͷ%//
    GSBNFXPSLʹ͸
    5FOTPS'MPX
    4FSWJOHΛ࢖༻
    w ΫϥΠΞϯτଆͰ͸5FOTPS'MPX
    -JUF
    

    
    .FEJB1JQFΛ࢖༻
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