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Geo-AI時代における生成系AIとの付き合い方

 Geo-AI時代における生成系AIとの付き合い方

20231206_GITAJAPAN2023_Geo-AI

© mapconcierge, CC BY-SA 4.0/ODbL 1.0

Taichi FURUHASHI

December 06, 2023
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  1. ੨ࢁֶӃେֶ஍ٿࣾձڞੜֶ෦
    5BJDIJ'636)"4)*
    (FP"*࣌୅ʹ͓͚Δ
    ੜ੒ܥ"*ͱͷ෇͖߹͍ํ
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  2. 5BJDIJ'636)"4)*
    !NBQDPODJFSHF

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  3. IUUQTXXXBPZBNBBDKQGBDVMUZHTD

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  4. !NBQDPODJFSHF

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  5. υϩʔϯ΋ඈ͹ͤΔ
    ஍ਤ԰

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

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  7. "*"SUJGJDJBM*OUFMMJHFODF
    ޡղΛڪΕͣฏқʹ͍͍͔͑ΔͳΒ͹ɺʮ͜Ε·Ͱਓ
    ؒʹ͔͠Ͱ͖ͳ͔ͬͨ஌తͳߦҝʢೝࣝɺਪ࿦ɺݴޠ
    ӡ༻ɺ૑଄ͳͲʣΛɺͲͷΑ͏ͳखॱʢΞϧΰϦζ
    ϜʣͱͲͷΑ͏ͳσʔλʢࣄલ৘ใ΍஌ࣝʣΛ४උ͢
    Ε͹ɺͦΕΛػցతʹ࣮ߦͰ͖Δ͔ʯΛݚڀ͢Δ෼໺
    Ͱ͋Δɻ
    ࠤ౻ཧ࢙ ೔ຊେඦՊશॻ χοϙχΧ

    https://kotobank.jp/word/%E4%BA%BA%E5%B7%A5%E7%9F%A5%E8%83%BD-4702#E6.97.A5.E6.9C.AC.E5.A4.A7.E7.99.BE.E7.A7.91.E5.85.A8.E6.9B.B8.28.E3.83.8B.E3.83.83.E3.83.9D.E3.83.8B.E3.82.AB.29
    ਓ ޻ ஌ ೳ

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  8. ݩ(PPHMF೔ຊ๏ਓ୅දऔక໾

    ଜ্ݑ࿠
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    ࣗ෼ͩͬͨΒ
    ؒҧ͍ͳ͘"*ͩͶɻ

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  9. ϨΠɾΧʔπϫΠϧ
    ʮѹ౗తͳਓ޻஌ೳ͕஌ࣝɾ஌ೳͷ఺Ͱ
    ਓؒΛ௒ӽ͠ɺՊֶٕज़ͷਐาΛ୲͍ੈ
    քΛมֵ͢Δٕज़తಛҟ఺ʢγϯΪϡϥ
    ϦςΟʣ͕೥ʹ΋๚ΕΔʯ
    આΛൃද

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  10. (PPHMF.BQT (PPHMF&BSUI
    ެ։

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  11. δΣϑϦʔɾώϯτϯΒ
    ΦʔτΤϯίʔμʹΑΔ
    χϡʔϥϧωοτϫʔΫͷ
    ਂ૚Խख๏ΛఏҊ

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  12. ถ%FFQ.JOEࣾ
    ถ%FFQ.JOEࣾ੡
    ʮ"MQIB(Pʯ͕
    ਓؒͷϓϩғޟع࢜ʹউར

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  13. ݩ(PPHMF೔ຊ๏ਓ୅දऔక໾

    ଜ্ݑ࿠
    ೥ޙԿͯ͠Δ͔ʁ
    ࣗ෼ͩͬͨΒ
    ؒҧ͍ͳ͘"*ͩͶɻ

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  14. l(FP"*zJTOPUl(FP"*z
    ࠓճͷൃදͰ༻͍Δl(FP"*zͱ͸ਓ޻஌ೳ "*
    ٕज़Λ׆༻ͨ͠޿ٛͷ஍ཧۭؒ৘ใٕज़Λࢦ͠ɺ
    &TSJ͕ࣾఏڙ͍ͯ͠ΔಛఆͷαʔϏεʮ(FP"*ʯͱ͸ແؔ܎Ͱ͢ɻ

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  15. IUUQVOPQFOHJTPSHVOPQFOHJTXIBUXIBUQIQ

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  16. l(FP"*z
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  17. l(FP"*z
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  18. l(FP"*z
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    --. -BSHF-BOHVBHF.PEFMT

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  19. IUUQTNBQXJUIBJ

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  20. https://mapwith.ai/

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  21. ಓ࿏ͷத৺ઢ͸
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  22. ݐ෺நग़͸
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  23. 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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  24. https://www.mapillary.com/app/?pKey=H8wioIgoZFucPG2B9un4zg&focus=photo&lat=34.772989&lng=138.015962&z=17

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  25. IUUQTXXXNBQJMMBSZDPNBQQ MPDBUJPO+BQBOMBUMOH[EBUF'SPNGPDVTQIPUPQ,FZ

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  26. %FFQ-FBSOJOHʹΑΔ
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  27. http://blog.mapillary.com/update/2016/09/27/mapillary-joins-berkeley-deepdrive.html

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  28. ϦΞϧλΠϜͰ΍Ζ͏ͱ
    ͍ͯ͠Δͷ͕

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  29. Data → AI → HD Maps

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  30. Maps for
    Machines

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  31. Maps for
    Machines
    1. Road network
    Updated live, turn by turn
    directions, traf
    fi
    c
    2. HD Maps, data needs high percussion, accuracy, and updated
    in a more timely manner.
    2. HD Vector Maps
    Highly accurate, fast
    updates
    3. Performant
    Over the air and in the
    hardware in the car
    4. Localization Connecting
    the car relative to the HD
    map

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  32. mapbox.com/vision

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  33. 72 byte JSON message:
    {'lat': 37.767568626437786, 'lon': -122.45719122503174, 'type': [1, 25]}

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  34. l(FP"*z
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  35. l(FP"*z
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  36. $IBU(15(
    ݹڮͷ࣮ݧతͳۭؒ৘ใܥͷ$IBU(15ಈ࡞ݕূ༻ϋογϡλά

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  37. ੨ࢁΩϟϯύε͔Β૬໛ݪΩϟϯύε΁ͷܦ࿏͸ʁ

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  38. CBSEHPPHMFDPN

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  39. ˠ$IBU(15(PPHMF#BSEڞʹ
    ·ͬͨ͘৴༻Ͱ͖ͳ͍ɻ
    ʢ͔͠΋ಊʑͱӕΛ෇͘ʣ

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  40. ೔ຊͰ௕໊͍લͷӺ্໊Ґ݅ͷҢ౓ܦ౓͸ʁ

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  41. CBSEHPPHMFDPN

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  42. ˠ$IBU(15͸ϦετΞοϓͨ͠Ӻࣗମ͕ؒҧ͍ɻ

    (PPHMF#BSE͸Ӻ໊͸͔ͳΓਖ਼͍͕͠ɺҢ౓ܦ౓͸਺
    LN͔Β਺ेLNͣΕ͍ͯͯ΋౰ͨΓલɻ

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  43. ொాࢢ͸౦ژ౎͔ਆಸ઒ݝ͔ʁ

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  44. CBSEHPPHMFDPN

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  45. ˠ$IBU(15͸ڧ͘ओு͢ΔͱࣗઆΛ͙͢ۂ͛Δɻ

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  46. νϟοτੜ੒ܥ"*ͷ
    ੑೳධՁʹ࢖͑Δͱ͍͏͜ͱͰ
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    ര஀͠·ͨ͠ʂ
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  47. ౦ژ౎ͷΤϦΞΛ##09Ͱڭ͑ͯ

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  48. ౦ژ౎ͷΤϦΞΛ##09Ͱڭ͑ͯ
    #PVOEJOH#09 ۣܗྖҬ

    ##09
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    -BU -PO

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  49. ##09Λ(FP+40/ܗࣜʹม͑Δͷ͸
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  50. IUUQTHFPKTPOJP

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  51. IUUQTHJUIVCDPNNBQCPYHFPKTPOJP

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  52. ຊ౔಺ͷྖҬ͸ਖ਼֬ʹͳ͖ͬͯͨɻ
    ౡ͠ΐ෦͸·ͩ·ͩɻ

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  53. CBSEHPPHMFDPN

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  54. ˠ$IBU(15͸ঃʑʹਫ਼౓͸޲্͍ͯ͠Δ͕ɺ࣮༻త͔
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  55. 04.ͷ0WFSQBTT"1*ΫΤϦΛॻ͍ͯ

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  56. .75ͷ4QFDJ
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  57. ChatGPT Code Interpreter

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  58. IUUQTDPOOQBTTDPNFWFOU

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  59. IUUQTHJUIVCDPNGVSVIBTIJMBCDIBUHQUQMBUFBVJTTVFT

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  60. IUUQTHJUIVCDPNGVSVIBTIJMBCDIBUHQUQMBUFBVJTTVFT

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  65. IUUQTDIBUPQFOBJDPNHHC&6)LGOVQMBUFBVDPODJFSHF

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  66. ೥ݱࡏͷ݁࿦
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    ͋Δ෼໺ʹಛԽͨ͠ϚΠφʔͳٕज़࢓༷΍ϓϩάϥϛϯάݴޠʹ΋ͦΕͳ
    ΓʹରԠͰ͖͍ͯΔʢਖ਼֬Ͱ͸ͳ͘ͱ΋఺͘Β͍ͷղ౴ʣ
    ʮಊʑͱӕΛ෇͘ʯ͜ͱΛલఏʹμϒϧνΣΫ͸ඞਢ
    ஍ཧۭؒ৘ใܥͷ֎෦"1*ʢྫ͑͹৐׵Ҋ಺"1*ͳͲʣͱ࿈ܞ͢Δ͜ͱͰऑ
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  67. ݁࿦
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    ΓʹରԠͰ͖͍ͯΔʢਖ਼֬Ͱ͸ͳ͘ͱ΋఺͘Β͍ͷղ౴ʣ
    ʮಊʑͱӕΛ෇͘ʯ͜ͱΛલఏʹμϒϧνΣΫ͸ඞਢ
    ஍ཧۭؒ৘ใܥͷ֎෦"1*ʢྫ͑͹৐׵Ҋ಺"1*ͳͲʣͱ࿈ܞ͢Δ͜ͱͰऑ
    ఺͸ຒΊΒΕΔ
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  68. ࠓޙͷਐԽͷՄೳੑ

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  71. --.Ͱ஍ཧۭؒ৘ใ͕
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  72. 5BJDIJ'636)"4)*
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