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20230615_山口県デジタルツインフォーラム2023

 20230615_山口県デジタルツインフォーラム2023

古橋発表資料

© mapconcierge, CC BY-SA 4.0

Taichi FURUHASHI

June 15, 2023
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Transcript

  1. @ࢁޱݝσδλϧπΠϯϑΥʔϥϜ
    ݹڮେ஍
    ੨ࢁֶӃେֵֶ৽ٕज़ͱࣾձڞ૑ݚڀॴɾ஍ٿࣾձڞੜֶ෦
    $SJTJT.BQQFST+"1"/
    ˜NBQPDPODJFSHF $$#:4"
    σδλϧπΠϯͰ૑Δ
    ࣋ଓՄೳͳίϛϡχςΟͷະདྷ

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  2. l࣋ଓՄೳz

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  3. View Slide

  4. View Slide

  5. View Slide

  6. View Slide

  7. @mapconcierge

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  8. IUUQTIEZDOFJTPOFPSH ."1DPODJFSHF

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  9. !NBQDPODJFSHF

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  10. !NBQDPODJFSHF

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  11. View Slide

  12. 1SPKFDU1-"5&"6

    ׭ຽ࿈ܞɿ%౎ࢢϞσϧͷ੔උɾ׆༻ଅਐʹؔ͢Δݕ౼෼Պձ
    ࠲௕

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  13. IUUQTJOGPUPLZPEJHJUBMUXJONFUSPUPLZPMHKQLFOUPVLBJ

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  14. IUUQTJOGPUPLZPEJHJUBMUXJONFUSPUPLZPMHKQLFOUPVLBJ

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  15. View Slide

  16. ஍ਤ԰

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  17. υϩʔϯ΋ඈ͹ͤΔ
    ஍ਤ԰

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  18. ஍ٿࣾձڞੜֶ෦ʛडݧੜԠԉϜʔϏʔ

    IUUQTZPVUVCFOY"G-VPGZ"

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  19. View Slide

  20. IUUQTGVSVIBTIJMBCHJUIVCJP6/75@)BDLBUIPO@%SPOF

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  21. ࠷ઌ୺ͷٕज़Λ
    ͲͷΑ͏ʹ
    ࣾձ࣮૷͍͔ͯ͘͠
    ߦಈͰ͖Δਓࡐҭ੒ɻ

    View Slide

  22. View Slide

  23. ੨ֶͱ͍͑͹
    Ӻ఻

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  24. IUUQTZPVUVCFOY"G-VPGZ"

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  25. ശࠜӺ఻

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  26. ശࠜӺ఻ͷ࠷େݟͤ৔

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  27. ശࠜӺ఻ͷ࠷େݟͤ৔
    lԟ࿏̑۠ࢁొΓz

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  28. ࠷ઌ୺ͷࡾ࣍ݩ஍ਤͰ
    ശࠜӺ఻Λ
    ΋ͬͱ
    ໘ന͘Ͱ͖ͳ͍͔ʁ

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  29. View Slide

  30. View Slide

  31. 0QFO4USFFU.BQ
    ஍ཧӃ஍ਤ
    .BQCPY(-+4

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  32. View Slide

  33. "HFOEB

    σδλϧπΠϯͱ͸
    ܧଓతͳίϛϡχςΟͮ͘Γ
    ετʔϦʔςϦϯά
    ΢ΫϥΠφͷࣄྫ

    View Slide

  34. "HFOEB

    σδλϧπΠϯͱ͸
    ܧଓతͳίϛϡχςΟͮ͘Γ
    ετʔϦʔςϦϯά
    ΢ΫϥΠφͷࣄྫ

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  35. View Slide

  36. σδλϧπΠϯ

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  37. σδλϧπΠϯ͸.JDIBFM(SJFWFT ϛγΨϯେֶ
    ͕ఏএͨ֓͠೦
    0SJHJOTPGUIF%JHJUBM5XJO$PODFQU

    IUUQTXXXSFTFBSDIHBUFOFUQVCMJDBUJPO@0SJHJOT@PG@UIF@%JHJUBM@5XJO@$PODFQU

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  38. ΋ͱ΋ͱ੡଄ۀͰൃୡͨ֓͠೦͕
    ౎ࢢʹ֦ு͞Εͨ

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  39. IUUQTXXXEJHJUBMTFSWJDFNFUSPUPLZPMHKQTPDJFUZEJHJUBMUXJOIUNM

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  40. IUUQTJOGPUPLZPEJHJUBMUXJONFUSPUPLZPMHKQ

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  41. 41
    https://www.mlit.go.jp/plateau/learning/

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  42. (PPHMF&BSUIͱ

    Կ͕ҧ͏ͷ͔ʁ

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  43. ʮσδλϧπΠϯ͸
    ηϚϯςΟοΫʯ

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  44. 44
    https://www.mlit.go.jp/plateau/learning/

    View Slide

  45. (PPHMF&BSUI͸

    ྺ࢙తʹ͸

    lσδλϧΞʔεzͷܥේ
    ͕ͩ
    ηϚϯςΟοΫલఏͰ͸ͳ͔ͬͨ

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  46. "MCFSU"SOPME(PSF+S
    IUUQTFOXJLJQFEJBPSHXJLJ"M@(PSF

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  47. IUUQXXX[IBOQJOHMJVPSHSFTFBSDIUFSSBJOWJT%JHJUBM&BSUIQEG

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  48. ϝλσʔλͱ͸ɺzσʔλʹؔ͢ΔσʔλͰ͋Δɻը૾΍ͦͷଞͷδΦϦ
    ϑΝϨϯε৘ใΛ༗ޮʹ׆༻͢ΔͨΊʹɺ໊લɺ৔ॴɺ࡞ऀιʔεɺ೔෇ɺ
    σʔλܗࣜɺղ૾౓ͳͲΛ஌Δඞཁ͕͋Δ͔΋͠Ε·ͤΜɻ࿈๜஍ཧσʔλ
    ҕһձ '(%$
    ͸ɺ࢈ۀք΍भɾࢢொଜͱڠྗ͠߹͍ͳ͕Βɺϝλσʔλͷ
    ࣗओతͳඪ४Λ։ൃ͢ΔͨΊʹɺ஍ํ࣏ࣗମ΋ࢀՃ͍ͯ͠·͢ɻ
    IUUQXXX[IBOQJOHMJVPSHSFTFBSDIUFSSBJOWJT%JHJUBM&BSUIQEG

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  49. .FUBWFSTF
    ϝλόʔε
    %JHJUBM5XJO
    σδλϧπΠϯ
    %JHJUBM&BSUI
    σδλϧΞʔε
    3FBM 7JSUVBM
    Կ౓Ͱ΋ࣦഊͰ͖ΔγϛϡϨʔγϣϯ؀ڥ
    աڈͱݱࡏͷ஍ٿΛ࠶ݱ
    σδλϧ஍ٿ্ّͰՄࢹԽ
    ΦϯϥΠϯͰՄࢹԽΛڞ༗
    δΦηϯτϦοΫ
    ΞόλʔΦϦΤϯςου
    ʢΤΰηϯτϦοΫʣ
    73ۭ͕ؒલఏɻϦΞϧۭؒ΁ͷ֦ுՄೳʢY3ʣ
    %͸ϚετͰ͸ͳ͍
    ෳ਺ʢଟਓ਺ʣͷϢʔβʔͱަྲྀ
    ηϚϯςΟοΫͳࡾ࣍ݩۭؒϞσϧ
    ݱ࣮ੈք΁ͷϑΟʔυόοΫ
    ΤΰηϯτϦοΫཁૉॏࢹ
    ਓؒͷײ֮ʢޒײʣ࠶ݱੑΛॏࢹ
    σδλϧπΠϯͱͷ࿈ܞՄೳ
    ϦΞϧͳ஍ཧۭؒ৘ใ
    ϦΞϧۭؒʹର͢Δ
    ϑΟʔυόοΫ
    ݱ࣮ੈքͷ
    ϞσϧԽ

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  50. 50
    https://www.mlit.go.jp/plateau/learning/

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  51. 51
    https://www.mlit.go.jp/plateau/learning/
    ڠௐྖҬ
    0QFO%BUB

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  52. 52
    https://www.mlit.go.jp/plateau/learning/
    ڝ૪ྖҬ
    1SPQSJFUBSZ

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  53. 53
    https://www.mlit.go.jp/plateau/learning/
    ڝ૪ྖҬ
    1SPQSJFUBSZ
    ڠௐྖҬ
    0QFO%BUB

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  54. 54
    https://www.mlit.go.jp/plateau/learning/

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  55. IUUQTXXXNMJUHPKQQMBUFBV

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  56. IUUQTJOGPUPLZPEJHJUBMUXJONFUSPUPLZPMHKQ

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  57. IUUQTLFOJUXPSMEJUDPMMBCPSBUFPOQPJOUDMPVEIUNM

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  58. IUUQXXXQSFGTIJ[VPLBKQBMMLJTIBOTGDECGEGFBFDFFBCD 0QFO%PDVNFOU

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  59. 1SPKFDU1-"5&"6
    ΋
    ౦ژ౎σδλϧπΠϯ
    ΋
    7*356"-4)*;60,"
    ΋
    Φʔ
    ϓϯσʔλ

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  60. ͔͠͠

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  61. ࠓͷ೔ຊ͸
    ʮΦʔ
    ϓϯσʔλʯ
    ఏڙऀ͕
    ʮߦ੓ʯଆʹภΓ͍͗ͯ͢Δɻ

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  62. ࢈ɾ׭ɾֶɾࢢຽ
    ͦΕͧΕ͕ؔΘΔ
    όϥϯε͕େࣄ

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  63. View Slide

  64. View Slide

  65. View Slide

  66. View Slide

  67. େࣄͳ͜ͱͳͷͰ܁Γฦ͠·͕͢
    ࢈ɾ׭ɾֶɾࢢຽ
    ͦΕͧΕ͕ؔΘΔ
    όϥϯε͕େࣄ

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  68. ྫ͑͹
    0QFO4USFFU.BQͷ৔߹

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  69. View Slide

  70. View Slide

  71. ݸਓϘϥϯςΟΞ͕
    ؤு͍ͬͯΔΑ͏ʹΈ͑Δ͚Ͳ

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  72. ࣮͸ɺاۀ͔Βͷ
    ίϯτϦϏϡʔτ͕
    େ͖ͳݪಈྗʹͳ͍ͬͯΔ

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  73. IUUQPTNTUBUTOFJTPOFPSH JUFNNFNCFSTEBUF

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  74. IUUQPTNTUBUTOFJTPOFPSH JUFNNFNCFSTEBUF
    ౔೔ ౔೔ ౔೔ ౔೔

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  75. IUUQPTNTUBUTOFJTPOFPSH JUFNNFNCFSTEBUF

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  76. IUUQPTNTUBUTOFJTPOFPSH JUFNNFNCFSTEBUF

    .BQQFST

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  77. ࣮ࡍʹ
    ଟ͘ͷاۀ͕Ӧར໨తͰ
    0QFO4USFFU.BQσʔλΛ
    ׆༻͍ͯ͠Δɻ

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  78. View Slide

  79. ൴Β͸୯ʹ
    ϑϦʔϥΠυ͍ͯ͠Δ͚ͩͰ͸
    ͳ͍

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  80. View Slide

  81. +FOOJOHT"OEFSTPO
    $PSQPSBUF&EJUPSTJOUIF&WPMWJOH-BOETDBQFPG0QFO4USFFU.BQ *4134*OU+(FP*OG

    IUUQTXXXNEQJDPN

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  82. +FOOJOHT"OEFSTPO
    $PSQPSBUF&EJUPSTJOUIF&WPMWJOH-BOETDBQFPG0QFO4USFFU.BQ *4134*OU+(FP*OG

    IUUQTXXXNEQJDPN

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  83. +FOOJOHT"OEFSTPO
    $PSQPSBUF&EJUPSTJOUIF&WPMWJOH-BOETDBQFPG0QFO4USFFU.BQ *4134*OU+(FP*OG

    IUUQTXXXNEQJDPN

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  84. +FOOJOHT"OEFSTPO
    $PSQPSBUF&EJUPSTJOUIF&WPMWJOH-BOETDBQFPG0QFO4USFFU.BQ *4134*OU+(FP*OG

    IUUQTXXXNEQJDPN

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  85. +FOOJOHT"OEFSTPO
    $PSQPSBUF&EJUPSTJOUIF&WPMWJOH-BOETDBQFPG0QFO4USFFU.BQ *4134*OU+(FP*OG

    IUUQTXXXNEQJDPN

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  86. +FOOJOHT"OEFSTPO
    $PSQPSBUF&EJUPSTJOUIF&WPMWJOH-BOETDBQFPG0QFO4USFFU.BQ *4134*OU+(FP*OG

    IUUQTXXXNEQJDPN

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  87. େن໛ʹϑϦʔϥΠυͯ͠
    ߩݙ͍ͯ͠ͳ͍ͷ͸
    /JBOUJD͚ͩͩͬͨ
    ʢ೥݄࣌఺ʣ

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  88. IUUQTNFEJVNDPNGVSVIBTIJMBCTIPXUIFOJBOUJDflBHBCFEDFB

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  89. IUUQTUXJUUFSDPNNBQDPODJFSHFTUBUVT

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  90. View Slide

  91. େࣄͳ͜ͱͳͷͰ܁Γฦ͠·͕͢
    ࢈ɾ׭ɾֶɾࢢຽ
    ͦΕͧΕ͕ؔΘΔ
    όϥϯε͕େࣄ

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  92. View Slide

  93. ݴ͏͚ͩͰ͸
    આಘྗ͕ͳ͍ͷͰʜ

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  94. ετϦʔτϏϡʔͷ
    ຽओԽ
    ΍͍ͬͯ·͢ɻ

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  95. ετϦʔτϏϡʔͱ͍͑͹

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  96. https://www.google.com/intl/ja/streetview/

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  97. Ͱ΋
    ✘঎༻ར༻
    ✘ೋ࣍ར༻

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  98. ΋ͬͱࣗ༝ʹ࢖͑Δ
    ετϦʔτϏϡʔ
    ͕
    ͋ͬͯ΋Α͍Ͱ͸ͳ͍͔

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  99. View Slide

  100. Φʔ
    ϓϯσʔλͳͷͰ
    ✔঎༻ར༻
    ✔ೋ࣍ར༻

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  101. https://www.mapillary.com/360

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  102. IUUQTXXXNBQJMMBSZDPN

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  103. https://www.mapillary.com/app/?lat=35.56668611111112&lng=139.40266666666668&z=17&menu=false&pKey=rPaB0BhwRTpy_7Z6k31oBw&focus=photo&x=0.5097002855874749&y=0.3226481104316623&zoom=0

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  104. https://www.mapillary.com/app/?pKey=H8wioIgoZFucPG2B9un4zg&focus=photo&lat=34.772989&lng=138.015962&z=17

    View Slide

  105. View Slide

  106. 1.8B
    Num. of Street-level imageries in the world.
    https://www.mapillary.com
    ( 2022೥ݱࡏ )

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  107. IUUQTXXXNBQJMMBSZDPN

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  108. https://www.mapillary.com/app/

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  109. IUUQTXXXNBQJMMBSZDPNBQQMFBEFSCPBSE+BQBO MPDBUJPO+BQBOGPDVTNBQMBUMOH[VTFSNBQDPODJFSHF

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  110. IUUQTXXXNBQJMMBSZDPNBQQMFBEFSCPBSE+BQBO MPDBUJPO+BQBOGPDVTNBQMBUMOH[VTFSNBQDPODJFSHF

    View Slide

  111. https://www.mapillary.com/app/

    View Slide

  112. 2 .2M
    Num. of Street-level imageries in Japan, by @mapconcierge
    https://www.mapillary.com
    ( 2023/06/14 )

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  113. IUUQTXXXNBQJMMBSZDPNBQQ MPDBUJPO+BQBOGPDVTNBQMBUMOH[NFOVGBMTF

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  114. ϑΥτάϥϝτϦʹΑΔ
    ౎ࢢͷࡾ࣍ݩԽ

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  115. http://blog.mapillary.com/update/2016/09/27/mapillary-joins-berkeley-deepdrive.html

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  116. .- ػցֶश

    ʹΑΔը૾ࣝผ

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  117. http://blog.mapillary.com/update/2016/09/27/mapillary-joins-berkeley-deepdrive.html

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  118. View Slide

  119. IUUQTXXXNBQJMMBSZDPNBQQ
    MBUMOH[Q,FZYZ[PPN

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  120. IUUQTXXXNBQJMMBSZDPNBQQ
    MBUMOH[Q,FZYZ[PPN

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  121. ϝΠϯετϦʔτ͸σʔλ͕
    ཷ·͖͕ͬͯͨ
    ࿏஍ཪ͸े෼ʹ
    ΧόʔͰ͖͍ͯͳ͍ɻ

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  122. %ͷ఺܈σʔλ͸
    ϝΠϯετϦʔτ͚ͩͰ΋
    ͜ͷ͘Β͍ੜ੒Մೳ

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  123. IUUQTXXXNBQJMMBSZDPNBQQ MBUMOH[NFOVGBMTFQ,FZGPDVTQIPUPY*OfiOJUZZ*OfiOJUZ[PPN

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  124. ిಈόΠΫͰ
    ौ୩ͷ࿏஍ཪΛ
    ܭଌதɻ

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  125. View Slide

  126. View Slide

  127. View Slide

  128. ֵ ৽ ٕ ज़ ͱ ࣾ ձ ڞ ૑ ݚ ڀ ॴ
    J545*OTUJUVUFGPS5FDIOPMPHJDBM4PDJBM5SBOTGPSNBUJPO

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  129. ετϦʔτϏϡʔͷຽओԽ

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  130. ͜ͷσʔλ͔Β
    σδλϧπΠϯσʔλΛ
    ߋ৽Ͱ͖ΔͷͰ͸ʁ

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  131. ࢢຽࢀՃܕʹΑΔ
    σδλϧπΠϯ
    σʔλߋ৽
    ϓϩηεྫ

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  132. 132

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  133. View Slide

  134. IUUQTJPODFTJVNDPNTUPSJFTWJFXFS JEGDEFFEDDC

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  135. ͦ΋ͦ΋
    ͳͥࡾ࣍ݩͷσδλϧπΠϯ͕
    ॏཁͳͷ͔ʁʁʁ

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  136. ౎ࢢͷࡾ࣍ݩ஍ਤͷ
    ඞཁੑ

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  137. lզʑ͸ɺೋ࣍ݩ஍ਤͰ΋
    े෼΍ͬͯ͜Εͨz

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  138. ఻౷తͳ(*4͸
    ࣍ݩ஍ਤPS࣍ݩ஍ਤͰ
    ౎ࢢΛ၆ᛌ͖ͯͨ͠

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  139. ຊ౰ʹ
    ࡾ࣍ݩ஍ਤ͸ඞཁͳͷͩΖ͏͔ʁ

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  140. %PS
    %
    ˣ
    %
    ͷϝϦοτ͸
    ͦΕ΄Ͳଟ͘͸ͳ͍

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  141. Ή͠ΖɺۭؒΛۉҰͳ৚݅Ͱ
    ෼ੳ͢Δʹ͸
    όΠΞεͷ͔͔Βͳ͍
    %ͷ΄͏͕޲͍͍ͯΔ৔߹͕ଟ͍

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  142. &HPDFOUSJD
    ΤΰηϯτϦοΫ
    ਓؒ໨ઢʢ'17 517ʜʣ
    (FPDFOUSJD
    δΦηϯτϦοΫ
    ஍ਤ໨ઢ Φϧι ௚Լࢹ

    +"-FWJOF $.,PU[
    /&"5rOPOFYFSDJTFBDUJWJUZUIFSNPHFOFTJTrFHPDFOUSJDHFPDFOUSJDFOWJSPONFOUBMGBDUPSTWTCJPMPHJDBMSFHVMBUJPO

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  143. &HPDFOUSJD
    ΤΰηϯτϦοΫ
    (FPDFOUSJD
    δΦηϯτϦοΫ
    +"-FWJOF $.,PU[
    /&"5rOPOFYFSDJTFBDUJWJUZUIFSNPHFOFTJTrFHPDFOUSJDHFPDFOUSJDFOWJSPONFOUBMGBDUPSTWTCJPMPHJDBMSFHVMBUJPO
    ࠓ·Ͱͷ(*4ͷΞϓϩʔν

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  144. &HPDFOUSJD
    ΤΰηϯτϦοΫ
    (FPDFOUSJD
    δΦηϯτϦοΫ
    +"-FWJOF $.,PU[
    /&"5rOPOFYFSDJTFBDUJWJUZUIFSNPHFOFTJTrFHPDFOUSJDHFPDFOUSJDFOWJSPONFOUBMGBDUPSTWTCJPMPHJDBMSFHVMBUJPO
    σδλϧπΠϯ͸ͪ͜Β͕ಘҙ

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  145. ΤΰηϯτϦοΫͳ
    ۭؒͷଊ͑ํ
    ʲ࣮ྫʳ

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  146. ˜ελδΦδϒϦ lৗࣝͷൣғ಺zϥΠηϯε
    IUUQTXXXHIJCMJKQXPSLTDIJIJSPGSBNFHJEQJE

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  147. ˜ελδΦδϒϦ lৗࣝͷൣғ಺zϥΠηϯε
    IUUQTXXXHIJCMJKQXPSLTDIJIJSPGSBNFHJEQJE

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  148. ˜ελδΦδϒϦ lৗࣝͷൣғ಺zϥΠηϯεݹڮՃච
    IUUQTXXXHIJCMJKQXPSLTDIJIJSPGSBNFHJEQJE

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  149. ˜%"*,*.JOUΑΓҾ༻

    IUUQEBJLJTMNBNFDPNFIUNM
    δΦηϯτϦοΫͳ༉԰
    9 : ; "UUSJCVUJPO

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  150. ˜%"*,*.JOUΑΓҾ༻ ݹڮՃච

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  152. ٶ࡚ॣ͸
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  156. ΤΰηϯτϦοΫ͸
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  242. ͜ΕΒͷ൑அͱ
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  307. ೉೾෭஌ࣄ
    ʮΦʔϓϯσʔλͷॏཁੑɻࢲࣗ਎ɺ࣌୅͕
    มΘͬͨͳͱ௧ײɻ࣌ؒͰग़ͯ͘ΔɻϔϦ
    ඈ΂ͳ͍͔Βυϩʔϯۭࡱͯ͠σʔλղੳ࣌
    ؒͰݟΒΕΔɻͦΕΛݝி૊৫Ͱແ͘֎ͷ
    ํʑ͕αϙʔτͯ͠Լ͞ΔɻσʔλΛΦʔϓ
    ϯʹͯ͠ɺ͜Μͳࣄ͕ग़དྷΔͱ΍ͬͯԼ͞Δ
    ํʑ͍ͬͺ͍ɻʯ

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  308. ຊ౰ͷҙຯͰͷ
    ɹʮ0QFOCZ%FGBVMUʯ
    ࣾձ

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  309. ஍ਤͷຽओԽ
    ετϦʔτϏϡʔͷຽओԽ
    ߤۭࣸਅͷຽओԽ
    σδλϧπΠϯͷຽओԽ

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  310. ଟ༷ͳ౎ࢢͷΦʔ
    ϓϯσʔλ͕
    όϥϯεྑ͘
    ఏڙɾߋ৽͞ΕΔ͜ͱͰ
    ॅΈ΍͍͢౎ࢢ͕࣮ݱͰ͖Δɻ

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  312. ͦͯ͠

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  313. ΦʔϓϯͰ͋Δ͔Βͦ͜
    ʮܧଓੑʯ͕ੜ·Ε·͢ɻ

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  314. ߦ੓͚ͩʹґଘ͠ͳ͍
    όϥϯεͷྑ͍
    Φʔ
    ϓϯσʔλͷΤίγεςϜ͕
    ࣋ଓՄೳͳ
    ίϛϡχςΟΛ૑Γ·͢ɻ

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  317. ɹ า ͚ า ͚ɺ ଓ ͚Δ ͜ ͱ ͷ େ ੾ ͞ ɻ
    “ Just keep walking, persistence paid off ”

    by Tadataka INO

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  318. ΈΜͳ͕
    ࠓΑΓ΋͏Ұา
    σʔλΛڞ༗͢ΔΑ͏ʹͳͬͨΒ

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  319. ੈք͸΋ͬͱ
    ྑ͘ͳΔͱ৴ͯ͡·͢ɻ

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  320. Ұԯ૯ҏೳԽ

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  321. @mapconcierge

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  325. ͱ͘ʹ
    (JU)VC͸ʮਓྨͷ஌ʯͱͯ͠
    ๺ۃݍͷ஍Լʹ
    શσʔλΛΞʔΧΠϒ
    ʢ೥Ҏ্ͷอଘʣ

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  326. View Slide

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  328. IUUQTBSDIJWFQSPHSBNHJUIVCDPNBSDUJDWBVMU

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  329. "SDUJD$PEF7BVMU͸
    ެ։ϨϙδτϦͷΈର৅Ͱ͕͢ɺ
    (JU)VCͱ͍͏ձࣾͷ࢟੎͕
    ཧղͰ͖Δͱࢥ͍·͢ɻ

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  330. IUUQTHJUIVCDPNNBQDPODJFSHF

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