20230602_革新技術と社会共創Ａ_01

青山学院大学
2023年度「革新技術と社会共創Ａ」
2023-06-02 古橋 講義

© mapconcierge, CC BY-SA 4.0

Transcript

1. @ֵ৽ٕज़ͱࣾձڞ૑̖@
   ݹڮେ஍
   ੨ࢁֶӃେֵֶ৽ٕज़ͱࣾձڞ૑ݚڀॴɾ஍ٿࣾձڞੜֶ෦
   $SJTJT.BQQFST+"1"/
   ˜NBQPDPODJFSHF $$#:4"
   ஍ਤY"*
   υϩʔϯͱΫϥΠγεϚοϐϯά
   

   View Slide

2. View Slide

3. @mapconcierge
   

   View Slide

4. ݹڮݚڀࣨ
   

   View Slide

5. ஍ਤ԰
   

   View Slide

6. υϩʔϯ΋ඈ͹ͤΔ
   ஍ਤ԰
   

   View Slide

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

   View Slide

8. "*
   

   View Slide

9. "*"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 ޻ ஌ ೳ
   

   View Slide

10. View Slide

11. ݩ(PPHMF೔ຊ๏ਓ୅දऔక໾
    

    ଜ্ݑ࿠
    ೥ޙԿͯ͠Δ͔ʁ
    ࣗ෼ͩͬͨΒ
    ؒҧ͍ͳ͘"*ͩͶɻ
    

    View Slide

12. ೥
    ϨΠɾΧʔπϫΠϧ
    ʮѹ౗తͳਓ޻஌ೳ͕஌ࣝɾ஌ೳͷ఺Ͱ
    ਓؒΛ௒ӽ͠ɺՊֶٕज़ͷਐาΛ୲͍ੈ
    քΛมֵ͢Δٕज़తಛҟ఺ʢγϯΪϡϥ
    ϦςΟʣ͕೥ʹ΋๚ΕΔʯ
    આΛൃද
    

    View Slide

13. ೥
    (PPHMF.BQT (PPHMF&BSUI
    ެ։
    

    View Slide

14. ೥
    δΣϑϦʔɾώϯτϯΒ
    ΦʔτΤϯίʔμʹΑΔ
    χϡʔϥϧωοτϫʔΫͷ
    ਂ૚Խख๏ΛఏҊ
    

    View Slide

15. ೥
    ถ%FFQ.JOEࣾ
    ถ%FFQ.JOEࣾ੡
    ʮ"MQIB(Pʯ͕
    ਓؒͷϓϩғޟع࢜ʹউར
    

    View Slide

16. ݩ(PPHMF೔ຊ๏ਓ୅දऔక໾
    

    ଜ্ݑ࿠
    ೥ޙԿͯ͠Δ͔ʁ
    ࣗ෼ͩͬͨΒ
    ؒҧ͍ͳ͘"*ͩͶɻ
    

    View Slide

17. View Slide

18. ஍ਤͷ࡞Γํ
    

    View Slide

19. View Slide

20. View Slide

21. ࠓ·Ͱ͸
    ஍ಓʹ
    ਓ͕ؒख࡞ۀͰ࡞ͬͨɻ
    

    View Slide

22. View Slide

23. View Slide

24. ໰୊ɿ
    ੨ࢁֶӃେֶ
    ૬໛ݪΩϟϯύε͸
    Ͳ͜ʹ͋Γ·͔͢ʁ
    

    View Slide

25. (PPHMFઌੜʹ
    ฉ͍ͯΈ·ͨ͠ɻ
    ೥
    
    

    View Slide

26. View Slide

27. View Slide

28. ౉Ε·ͤΜʂ
    

    View Slide

29. (PPHMF.BQT͕
    θϯϦϯσʔλ͔Β
    ಠࣗσʔλʹ੾Γସ͑
    

    ೥݄
    
    

    View Slide

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

    View Slide

31. IUUQTXXXHPPHMFDPNNBQTQMBDF&##&%#&&"&&"#&&'#$&#'&##&"'#"&#"&'#$! [EBUBNNTYFFDFDDYCGCCNEE
    *NBHF$MBTTJ
    fi
    DBUJPOCZ.BDIJOF-FBSOJOH
    

    View Slide

32. IUUQTXXXHPPHMFDPNNBQTQMBDF&##&%#&&"&&"#&&'#$&#'&##&"'#"&#"&'#$! [EBUBNNTYFFDFDDYCGCCNEE
    *NBHF$MBTTJ
    fi
    DBUJPOCZ.BDIJOF-FBSOJOH
    

    View Slide

33. View Slide

34. IUUQTXXXHPPHMFDPNNBQTQMBDF&"$&#$&"'#"! [EBUBNN
    TYBFFYEEGFNEE "QQMF.BQTGSPNJ1$CVJMEJOHGPPUQSJOU
    
    J1$CVJMEJOHGPPUQSJOUBOE(PPHMFPSJHJOBMCVJMEJOHGPPUQSJOU
    

    View Slide

35. View Slide

36. View Slide

37. View Slide

38. View Slide

39. IUUQUPPMTHFPGBCSJLEFNDOVNNUNBQOJLNUHPPHMFNBQ
    3PBEEBUBJTIJTUPSJDBMNBQJO
    .BDIJOF-FBSOJOHQSPDFTTUJNFTUBNQ
    
    

    View Slide

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

    View Slide

41. View Slide

42. IUUQTXXXHPPHMFDPNNBQTQMBDF&#%&&&&#&"'&##&##&"&#! NEBUBNFNNTYGFBFFFYFCFD
    NEE
    3PBEEBUBJTIJTUPSJDBMNBQJO
    .BDIJOF-FBSOJOHQSPDFTTUJNFTUBNQ
    
    

    View Slide

43. IUUQTXXXHPPHMFDPNNBQTQMBDF&&#&'"&$$&%&'"&##&#&""&#%&$#"&&'&'#$&#&#"&
    ! [EBUBNNTYDGYCCDBEFNEE
    3FMBUJWF-BZFS1SPCMFNT
    

    View Slide

44. View Slide

45. View Slide

46. IUUQTXXXHPPHMFDPNNBQTEJS&
    &#&'"&$$&#"&#%&#&##&##&&#"&$"&#"&'#$&'#$&&'#$&'#$
    &##&##&&"#&#&&""&#$&"'&"& ! B Z UEBUBNFNNNN
    TYDBGECDYBBE
    ff
    EBEENEENF
    1SJWBUF3PBE/BWJHBUJPO1SPCMFNT
    /PO1VCMJD3PBE
    

    View Slide

47. View Slide

48. IUUQTXXXHPPHMFDPNNBQT! [
    (PPHMF.BQTXJUI;FOSJO /FX(PPHMF.BQT
    

    View Slide

49. IUUQTXXXHPPHMFDPNNBQT! [
    8SPOH*$OBNF
    $PSSFDU/BNF
    lఱ৓ߴݪ*$z
    #VU (PPHMFXSPUF
    lඌՖ୔๺*$z
    

    View Slide

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

    View Slide

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
    

    View Slide

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

    View Slide

53. ໰୊ɿ
    ੨ࢁֶӃେֶ
    ૬໛ݪΩϟϯύε͸
    Ͳ͜ʹ͋Γ·͔͢ʁ
    

    View Slide

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

    View Slide

55. ͔ͳΓमਖ਼͞Ε͍ͯΔɻ
    

    View Slide

56. View Slide

57. View Slide

58. ཱମަࠩͷଆಓ౳
    ۤखͳͱ͜Ζ͸͋ͬͨɻ
    ʢ೥݄ʣ
    

    View Slide

59. View Slide

60. ཱମަࠩͷଆಓφϏ΋
    मਖ਼͞Ε͖͍ͯͯΔɻ
    ʢ೥݄Ҏ߱ʣ
    

    View Slide

61. (PPHMF.BQTͷ
    ಠஃ৔͔ʁ
    

    View Slide

62. View Slide

63. IUUQTNBQXJUIBJ
    

    View Slide

64. https://mapwith.ai/
    

    View Slide

65. View Slide

66. ಓ࿏ͷத৺ઢ͸
    Ӵ੕ը૾͔Β
    "*͕நग़
    

    View Slide

67. View Slide

68. ݐ෺நग़͸
    ͱڠۀ
    

    View Slide

69. View Slide

70. View Slide

71. View Slide

72. 'BDFCPPLʹ
    ฉ͍ͯΈ·ͨ͠ɻ
    

    View Slide

73. lυϩʔϯͷۭࡱը૾ఏڙ͢ΔͷͰ
    ػցֶश 3BQJ%
    ࢖ͬͯ
    ͙͢ʹࣗಈநग़Ͱ͖Δ͔ʁz
    

    View Slide

74. lը૾ͷղ૾౓͕ҧ͍͗͢Δɻ
    ڭࢣσʔλΛ࠶౓
    ߏங͢ΔͳͲ
    ͕࣌ؒඞཁz
    

    View Slide

75. ࣮ࡍʹ
    Ͱࣗ෼Ͱ΍ͬͯΈͨɻ
    

    View Slide

76. View Slide

77. View Slide

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

    View Slide

79. View Slide

80. (PPHMF΄Ͳ
    ਫ਼౓ྑ͘ݕग़͢Δʹ͸
    ΋͏ͻͱ޻෉ඞཁɻ
    

    View Slide

81. ஍্͔Βͷ໨ઢ
    

    View Slide

82. (PPHMF͸΋ͪΖΜ
    

    View Slide

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

    View Slide

84. ..4
    .PCJMF.BQQJOH4ZTUFN
    

    View Slide

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

    View Slide

86. ݸਓͰ..4ॴ༗͸ແཧɻ
    

    View Slide

87. Ͱ΋ɺ
    εϚϗ͕͋Ε͹ɺ
    ݁ߏͰ͖Δ͔΋ɻ
    

    View Slide

88. View Slide

89. https://www.mapillary.com/app/?menu=false&lat=35.659686855230916&lng=139.68488898230248&z=17&pKey=w38BVRkz8Jy4LNvu4R
    fl
    QA&x=0.6389615566888225&y=0.3855434005952346&zoom=0&focus=photo
    

    View Slide

90. .
    JNBHFT
    .BS
    

    View Slide

91. .
    JNBHFT
    .BZ
    

    View Slide

92. .
    JNBHFT
    +VO
    

    View Slide

93. #
    JNBHFT
    0DU
    

    View Slide

94. #
    JNBHFT
    .BZ
    

    View Slide

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

    View Slide

96. IUUQTXXXNBQJMMBSZDPNBQQ
    

    View Slide

97. IUUQTXXXNBQJMMBSZDPNBQQ MPDBUJPO+BQBOMBUMOH[
    

    View Slide

98. ೔ຊࠃ಺ͷ
    ߩݙऀΛൺֱ͢Δͱ
    

    View Slide

99. IUUQTXXXNBQJMMBSZDPNBQQMFBEFSCPBSE+BQBO MPDBUJPO+BQBOGPDVTNBQMBUMOH[VTFSNBQDPODJFSHF
    

    View Slide

100. IUUQTXXXNBQJMMBSZDPNBQQMFBEFSCPBSE+BQBO MPDBUJPO+BQBOGPDVTNBQMBUMOH[VTFSNBQDPODJFSHF
     .
     *NBHFT
     

     View Slide

101. IUUQTXXXNBQJMMBSZDPNBQQMFBEFSCPBSE+BQBO MPDBUJPO+BQBOGPDVTNBQMBUMOH[VTFSNBQDPODJFSHF
     .
     *NBHFT
     

     View Slide

102. View Slide

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
     

     View Slide

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

     View Slide

105. ˃
     Χϝϥ
     

     View Slide

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

     View Slide

107. ࣌ؒ࣠Ͱ؅ཧ
     

     View Slide

108. View Slide

109. 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
     

     View Slide

110. ྫ͑͹
     Ҏ߱Ͱ
     ϑΟϧλΛ͔͚Δͱ
     

     View Slide

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

     View Slide

112. 0QFO4G.ʹΑΔ
     ౎ࢢͷࡾ࣍ݩԽ
     

     View Slide

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

     View Slide

114. %FFQ-FBSOJOHʹΑΔ
     ը૾ࣝผ
     

     View Slide

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

     View Slide

116. View Slide

117. 
     PCKFDUDMBTT
     
     
     

     View Slide

118. View Slide

119. View Slide

120. View Slide

121. View Slide

122. lόΠΫʹ·͕ͨΔਓͱ
     lόΠΫΛ෼཭Ͱ͖Δɻ
     

     View Slide

123. View Slide

124. ࣝผͨ͠ෳ਺ͷΦϒΤδΣΫτΛ
     ૯߹తʹ൑அɻ
     

     View Slide

125. IUUQTCMPHNBQJMMBSZDPNVQEBUFFYUFOEJOHPCKFDUEFUFDUJPOTUPTDFOFDMBTTFTIUNM
     

     View Slide

126. IUUQTCMPHNBQJMMBSZDPNVQEBUFFYUFOEJOHPCKFDUEFUFDUJPOTUPTDFOFDMBTTFTIUNM
     

     View Slide

127. େࣄͳͷ͸
     େྔͷ
     lڭࢣσʔλz
     

     View Slide

128. .BQJMMBSZ
     5BTLFS
     

     View Slide

129. Mapillary Marketplace
     https://www.mapillary.com/app/marketplace
     

     View Slide

130. IUUQTXXXNBQJMMBSZDPNWFSJ
     fi
     DBUJPOQMPHPUJHP
     

     View Slide

131. .BQJMMBSZ͸
     ϙετϓϩηογϯά
     

     View Slide

132. ϦΞϧλΠϜͰ΍Ζ͏ͱ
     ͍ͯ͠Δͷ͕
     

     View Slide

133. Data → AI → HD Maps
     

     View Slide

134. View Slide

135. View Slide

136. Maps for
     Machines
     

     View Slide

137. 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
     

     View Slide

138. mapbox.com/vision
     

     View Slide

139. View Slide

140. 72 byte JSON message:
     {'lat': 37.767568626437786, 'lon': -122.45719122503174, 'type': [1, 25]}
     

     View Slide

141. (PPHMF.BQT΋
     ֤ࣾ΋
     ૂ͍ͬͯΔͷ͸ϦΞϧλΠϜ஍ਤ
     

     View Slide

142. ͜ΕΛ࣮ݱ͢Δʹ͸
     ਓؒʹ͸ෆՄೳɻ
     "*ͷྗΛआΓΔ͔͠ແ͍ɻ
     

     View Slide

143. View Slide

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

     View Slide

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

     View Slide

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

     View Slide

147. ೥ɺ
     ஍ਤ͸Ͳ͏ਐԽ͢Δ͔ʁ
     

     View Slide

148. View Slide

149. View Slide

150. View Slide

151. ՝୊ɿ
     ࣗ୐ۙ͘ͷެԂͰ
     .BQJMMBSZΛ༻͍ͯ
     Ґஔ΍Χϝϥͷ޲͖Λม͑ͯ
     ຕҎ্ࣸਅΛࡱΓɺެ։ɻ
     1FSNBMJOL63-Λఏग़ɻ
     དྷिͷतۀͰͦͷࣸਅΛ֬ೝ͠·͢ɻ
     

     View Slide

152. View Slide

153. ࣮ԋ
     

     View Slide

154. .BQJMMBSZͷ1FSNBMJOLྫɿ
     

     View Slide

155. .BQJMMBSZͷ1FSNBMJOLྫɿ
     

     View Slide

156. .BQJMMBSZͷ1FSNBMJOLྫɿ
     

     View Slide

157. .BQJMMBSZͷ1FSNBMJOLྫɿ
     

     View Slide

158. .BQJMMBSZͷ1FSNBMJOLྫɿ
     

     View Slide

159. .BQJMMBSZͷ1FSNBMJOLྫɿ
     IUUQXXXNBQJMMBSZDPNNBQJNNJKK;*MEHG)5R7F+7D2QIPUP
     

     View Slide

160. .BQJMMBSZͷ1FSNBMJOLྫɿ
     IUUQXXXNBQJMMBSZDPNNBQJNNJKK;*MEHG)5R7F+7D2QIPUP
     

     View Slide

161. ϓϥΠόγʔʹ஫ҙ
     ࣗ୐όϨ͠ͳ͍Α͏ʹ
     ଞਓΛࣸ͠ࠐ·ͳ͍
     

     lެಓz্ͰࡱӨ
     

     View Slide

162. View Slide

163. ࣗ෼ͰࡱӨͨ͠.BQJMMBSZσʔλͷத͔Β
     ̍ຕ͓ؾʹೖΓΛબͼɺ
     ͦͷ1FSNBMJOL63-ΛҎԼͷϑΥʔϜʹ
     ఏग़͍ͯͩ͘͠͞ɻʢ+45ʣ
     IUUQTGPSNTHMF1UYB%W%P&SD#N
     

     View Slide

164. View Slide

165. ͦΕͱ
     དྷिʹ޲͚ͯ0QFO4USFFU.BQͷ
     ΞΧ΢ϯτΛ࡞͓͖ͬͯ·͠ΐ͏ʂ
     

     View Slide

166. IUUQTXXXPQFOTUSFFUNBQPSHVTFSOFX
     

     View Slide

167. View Slide

168. @mapconcierge
     

     View Slide