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革新技術と社会共創A「AIと地図」

 革新技術と社会共創A「AIと地図」

青山学院大学
「革新技術と社会共創A」講義資料 その1
2022-05-27 オンデマンド資料

© mapconcierge, CC BY-SA 4.0

5314ec2302336bf68c95bdb5b1476227?s=128

furuhashlab

May 27, 2022
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  1. @ֵ৽ٕज़ͱࣾձڞ૑"υϩʔϯͱΫϥΠγεϚοϐϯάͦͷ̍ ݹڮେ஍ ੨ࢁֶӃେֵֶ৽ٕज़ͱࣾձڞ૑ݚڀॴɾ஍ٿࣾձڞੜֶ෦ $SJTJT.BQQFST+"1"/ ˜NBQPDPODJFSHF $$#:4" "*ͱ஍ਤ ʙ͜Ε͔Βͷσδλϧ஍ਤ͸Ͳ͏ਐԽ͍͔ͯ͘͠ʙ

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  3. @mapconcierge

  4. ஍ਤ԰

  5. υϩʔϯ΋ඈ͹ͤΔ ஍ਤ԰

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

  7. "*

  8. "*"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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  10. ݩ(PPHMF೔ຊ๏ਓ୅දऔక໾ 
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  11. ೥ ϨΠɾΧʔπϫΠϧ ʮѹ౗తͳਓ޻஌ೳ͕஌ࣝɾ஌ೳͷ఺Ͱ ਓؒΛ௒ӽ͠ɺՊֶٕज़ͷਐาΛ୲͍ੈ քΛมֵ͢Δٕज़తಛҟ఺ʢγϯΪϡϥ ϦςΟʣ͕೥ʹ΋๚ΕΔʯ આΛൃද

  12. ೥ (PPHMF.BQT (PPHMF&BSUI ެ։

  13. ೥ δΣϑϦʔɾώϯτϯΒ ΦʔτΤϯίʔμʹΑΔ χϡʔϥϧωοτϫʔΫͷ ਂ૚Խख๏ΛఏҊ

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

  15. ݩ(PPHMF೔ຊ๏ਓ୅දऔక໾ 
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  23. ໰୊ɿ ੨ࢁֶӃେֶ ૬໛ݪΩϟϯύε͸ Ͳ͜ʹ͋Γ·͔͢ʁ

  24. (PPHMFઌੜʹ ฉ͍ͯΈ·ͨ͠ɻ ೥

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  27. ౉Ε·ͤΜʂ

  28. (PPHMF.BQT͕ θϯϦϯσʔλ͔Β ಠࣗσʔλʹ੾Γସ͑
 ೥݄

  29. https://www.itmedia.co.jp/news/articles/1903/22/news067.html

  30. IUUQTXXXHPPHMFDPNNBQTQMBDF&##&%#&&"&&"#&&'#$&#'&##&"'#"&#"&'#$!  [EBUBNNTYFFDFDDYCGCCNEE *NBHF$MBTTJfiDBUJPOCZ.BDIJOF-FBSOJOH

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  39. https://www.google.com/maps/@35.5680442,139.3993856,18.91z

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  49. https://www.google.com/maps/@34.905457,139.0399899,19z

  50. https://www.google.com/maps/@35.8088111,139.4472724,3a,75y,348.13h,94.92t/data=!3m6!1e1!3m4!1s4ofrqy_Wz5m7GvwzJ5RuWA!2e0!7i16384!8i8192

  51. https://www.google.com/maps/@35.8088111,139.4472724,3a,75y,348.13h,94.92t/data=!3m6!1e1!3m4!1s4ofrqy_Wz5m7GvwzJ5RuWA!2e0!7i16384!8i8192

  52. ໰୊ɿ ੨ࢁֶӃେֶ ૬໛ݪΩϟϯύε͸ Ͳ͜ʹ͋Γ·͔͢ʁ

  53. https://www.google.com/maps

  54. ͔ͳΓमਖ਼͞Ε͍ͯΔɻ

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  57. ཱମަࠩͷଆಓ౳ ۤखͳͱ͜Ζ͸͋ͬͨɻ ʢ೥݄ʣ

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  59. ཱମަࠩͷଆಓφϏ΋ मਖ਼͞Ε͖͍ͯͯΔɻ ʢ೥݄Ҏ߱ʣ

  60. (PPHMF.BQTͷ ಠஃ৔͔ʁ

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  63. https://mapwith.ai/

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  74. ࣮ࡍʹ Ͱࣗ෼Ͱ΍ͬͯΈͨɻ

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  77. https://map.openaerialmap.org/#/139.92809236049652,35.3254680528724,17/square/13300213100/5cdcd4ed6e10670005c59965?_k=q86pvi

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  79. (PPHMF΄Ͳ ਫ਼౓ྑ͘ݕग़͢Δʹ͸ ΋͏ͻͱ޻෉ඞཁɻ

  80. ஍্͔Βͷ໨ઢ

  81. (PPHMF͸΋ͪΖΜ

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

  83. ..4 .PCJMF.BQQJOH4ZTUFN

  84. https://biz.kkc.co.jp/solution/keisoku/mms/tech/

  85. ݸਓͰ..4ॴ༗͸ແཧɻ

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  87. None
  88. https://www.mapillary.com/app/?menu=false&lat=35.659686855230916&lng=139.68488898230248&z=17&pKey=w38BVRkz8Jy4LNvu4RflQA&x=0.6389615566888225&y=0.3855434005952346&zoom=0&focus=photo

  89. . JNBHFT .BS

  90. . JNBHFT .BZ

  91. . JNBHFT +VO

  92. # JNBHFT 0DU

  93. # JNBHFT .BZ

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

  95. IUUQTXXXNBQJMMBSZDPNBQQ

  96. https://www.mapillary.com/app/?lat=35.6692018082402&lng=139.57789777342396&z=10.507789379989973

  97. ೔ຊࠃ಺ͷ ߩݙऀΛൺֱ͢Δͱ

  98. IUUQTXXXNBQJMMBSZDPNBQQTUBUT VTFSNBQDPODJFSHFMBUMOH[

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  100. IUUQTXXXNBQJMMBSZDPNBQQTUBUT VTFSNBQDPODJFSHFMBUMOH[ . *NBHFT

  101. 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

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

  103. ˃ Χϝϥ

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

  105. ࣌ؒ࣠Ͱ؅ཧ

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  107. https://www.mapillary.com/app/time-travel?lat=35.56857944894339&lng=139.40378768207773&z=17&menu=false&pKey=Mov8xB4uX6g20uxJbBdObw&focus=photo&cKey=w66dObyShDJE01asSZJOrg&x=0.515610983210404&y=0.5173070016949836&zoom=0

  108. 0QFO4G.ʹΑΔ ౎ࢢͷࡾ࣍ݩԽ

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

  110. %FFQ-FBSOJOHʹΑΔ ը૾ࣝผ

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

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  128. .BQJMMBSZ͸ ϙετϓϩηογϯά

  129. ϦΞϧλΠϜͰ΍Ζ͏ͱ ͍ͯ͠Δͷ͕

  130. Data → AI → HD Maps

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  133. Maps for Machines

  134. Maps for Machines 1. Road network Updated live, turn by

    turn directions, traffic 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
  135. mapbox.com/vision

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  137. 72 byte JSON message: {'lat': 37.767568626437786, 'lon': -122.45719122503174, 'type': [1,

    25]}
  138. (PPHMF.BQT΋ ֤ࣾ΋ ૂ͍ͬͯΔͷ͸ϦΞϧλΠϜ஍ਤ

  139. ͜ΕΛ࣮ݱ͢Δʹ͸ ਓؒʹ͸ෆՄೳɻ "*ͷྗΛआΓΔ͔͠ແ͍ɻ

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  141. ࠓޙͷ஍ਤ࡞Γ ը૾൑ಡ͸"*ͷ࢓ࣄ ਓྲྀσʔλ͔Βͷಓ࿏࡞੒΋"*ͷ࢓ࣄ ڭࢣσʔλूΊ͸ਓؒͷ࢓ࣄ ੜ੒͞Εͨ஍ਤͷϑΟʔυόοΫ͸ਓؒͷ࢓ࣄ

  142. ࠓޙͷ஍ਤ࡞Γ ը૾൑ಡ͸"*ͷ࢓ࣄ ਓྲྀσʔλ͔Βͷಓ࿏࡞੒΋"*ͷ࢓ࣄ ڭࢣσʔλूΊ͸ਓؒͷ࢓ࣄ ੜ੒͞Εͨ஍ਤͷϑΟʔυόοΫ͸ਓؒͷ࢓ࣄ

  143. ਓͷಈ͖Λ௥͑ΔϓϨΠϠʔ εϚϗΞϓϦͷγΣΞ͕ߴ͍ εϚϗͷΩϟϦΞ ࣗಈӡసंͳͲϞϏϦςΟ ஦͔Β஍ද໘Λ؍࡯Ͱ͖Δ

  144. ೥ɺ ஍ਤ͸Ͳ͏ਐԽ͢Δ͔ʁ

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  147. ՝୊ɿ ࣗ୐ۙ͘ͷެԂͰ .BQJMMBSZΛ༻͍ͯ Ґஔ΍Χϝϥͷ޲͖Λม͑ͯ ຕҎ্ࣸਅΛࡱΓɺެ։ɻ 1FSNBMJOL63-ΛϑΥʔϜʹఏग़ɻ క੾͸ ໦ +45Ἤ དྷिͷतۀͰͦͷࣸਅΛ֬ೝ͠·͢ɻ

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  151. @mapconcierge