20191206 「AIと地図」古橋

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@੨ࢁֶӃେֶγϯΪϡϥϦςΟݚڀॴʰདྷΔ΂͖ੈքɿՊֶٕज़ɺ"*ͱਓؒੑʱτʔΫΠϕϯτ ݹڮେ஍ ੨ࢁֶӃେֶγϯΪϡϥϦςΟݚڀॴɾ஍ٿࣾձڞੜֶ෦࿨ՎࢁେֶڭҭݚڀΞυόΠβʔ ژ౎େֶ๷ࡂݚ$SJTJT.BQQFST+"1"/ NBQPDPODJFSHF $$#:4" "*ͱ஍ਤ ʙͳͥ(PPHMFϚοϓͷφϏήʔγϣϯ͸ෆ׬શͳͷ͔ʙ

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BHVTJ ࣗ༝ʹࣸਅࡱӨɺ4/4Ͱͷެ։0,Ͱ͢ʂ

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@mapconcierge

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஍ਤ԰

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࠷ઌ୺ͷٕज़Λ ͲͷΑ͏ʹ ࣾձ࣮૷͍͔ͯ͘͠ ߦಈͰ͖Δਓࡐҭ੒ɻ

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"*"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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ݩ(PPHMF೔ຊ๏ਓ୅දऔక໾   ଜ্ݑ࿠ ೥ޙԿͯ͠Δ͔ʁ ࣗ෼ͩͬͨΒ ؒҧ͍ͳ͘"*ͩͶɻ

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

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೥ (PPHMF.BQT (PPHMF&BSUI ެ։

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೥ δΣϑϦʔɾώϯτϯΒ ΦʔτΤϯίʔμʹΑΔ χϡʔϥϧωοτϫʔΫͷ ਂ૚Խख๏ΛఏҊ

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

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ݩ(PPHMF೔ຊ๏ਓ୅දऔక໾   ଜ্ݑ࿠ ೥ޙԿͯ͠Δ͔ʁ ࣗ෼ͩͬͨΒ ؒҧ͍ͳ͘"*ͩͶɻ

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஍ਤͷ࡞Γํ

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ࠓ·Ͱ͸ ஍ಓʹ ਓ͕ؒख࡞ۀͰ࡞ͬͨɻ

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໰୊ɿ ੨ࢁֶӃେֶ ૬໛ݪΩϟϯύε͸ Ͳ͜ʹ͋Γ·͔͢ʁ

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(PPHMFઌੜʹ ฉ͍ͯΈ·ͨ͠ɻ ೥

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౉Ε·ͤΜʂ

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(PPHMF.BQT͕ θϯϦϯσʔλ͔Β ಠࣗσʔλʹ੾Γସ͑  ೥݄

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

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

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

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

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

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

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໰୊ɿ ੨ࢁֶӃେֶ ૬໛ݪΩϟϯύε͸ Ͳ͜ʹ͋Γ·͔͢ʁ

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https://www.google.com/maps

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͔ͳΓमਖ਼͞Ε͍ͯΔɻ

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ཱମަࠩͷଆಓ౳ ·ͩۤखͳͱ͜Ζ͸͋Δɻ ʢ೥݄ݱࡏʣ

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(PPHMF.BQTͷ ಠஃ৔͔ʁ

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IUUQTNBQXJUIBJ

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https://mapwith.ai/

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ಓ࿏ͷத৺ઢ͸ Ӵ੕ը૾͔Β "*͕நग़

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࣮ԋ

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ݐ෺நग़͸ ͱڠۀ

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'BDFCPPLʹ ฉ͍ͯΈ·ͨ͠ɻ

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lυϩʔϯͷۭࡱը૾ఏڙ͢ΔͷͰ ػցֶश 3BQJ% ࢖ͬͯ ͙͢ʹࣗಈநग़Ͱ͖Δ͔ʁz

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lը૾ͷղ૾౓͕ҧ͍͗͢Δɻ ڭࢣσʔλΛ࠶౓ ߏங͢ΔͳͲ ͕࣌ؒඞཁz

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࣮ࡍʹ Ͱࣗ෼Ͱ΍ͬͯΈͨɻ

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

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(PPHMF΄Ͳ ਫ਼౓ྑ͘ݕग़͢Δʹ͸ ΋͏ͻͱ޻෉ඞཁɻ

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஍্͔Βͷ໨ઢ

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(PPHMF͸΋ͪΖΜ

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

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..4 .PCJMF.BQQJOH4ZTUFN

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

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ݸਓͰ..4ॴ༗͸ແཧɻ

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Ͱ΋ɺ εϚϗ͕͋Ε͹ɺ ݁ߏͰ͖Δ͔΋ɻ

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. JNBHFT .BS

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. JNBHFT .BZ

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. *NBHFT

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. *NBHFT

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˃ Χϝϥ

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https://www.mapillary.com/360

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࣌ؒ࣠Ͱ؅ཧ

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0QFO4G.ʹΑΔ ౎ࢢͷࡾ࣍ݩԽ

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

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%FFQ-FBSOJOHʹΑΔ ը૾ࣝผ

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

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PCKFDUDMBTT

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lόΠΫʹ·͕ͨΔਓͱ lόΠΫΛ෼཭Ͱ͖Δɻ

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େࣄͳͷ͸ େྔͷ lڭࢣσʔλz

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

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.BQJMMBSZ͸ ϙετϓϩηογϯά

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ϦΞϧλΠϜͰ΍Ζ͏ͱ ͍ͯ͠Δͷ͕

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Data → AI → HD Maps

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Maps for Machines

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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

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mapbox.com/vision

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

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(PPHMF.BQT΋ ֤ࣾ΋ ૂ͍ͬͯΔͷ͸ϦΞϧλΠϜ஍ਤ

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͜ΕΛ࣮ݱ͢Δʹ͸ ਓؒʹ͸ෆՄೳɻ "*ͷྗΛआΓΔ͔͠ແ͍ɻ

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

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

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