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ΧΠθϯΦϑΟε "84%FFQ/JHIU1BSU ʙ"84*P5Ͱ͸͡ΊΔϜμͷ๾໓ʙ

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ࣗݾ঺հ ాத޹໌ wϞόΠϧΞϓϦαʔϏε෦ w J04ΞϓϦΤϯδχΞ w αʔόʔαΠυΞϓϦΤϯδχΞ wαʔόʔϨε։ൃ෦ w ΞϓϦέʔγϣϯΤϯδχΞ

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αϯϓϧίʔυ w"84ଆ w IUUQTHJUIVCDPNLPOHNJOHTUSBQ 4FOTPS4USFBN wσόΠεଆ w IUUQTHJUIVCDPNLPOHNJOHTUSBQ 4FOTPS4USFBN%FWJDF

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Motivation

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ͱ͋ΔαʔόʔϨε։ൃ෦ͷҊ݅ ཁ๬ w๲େͳ਺ͷηϯαʔͷσʔλΛղੳ͍ͨ͠ wσόΠεʹରͯ͠ࢦࣔΛૹΓ͍ͨ wσόΠεͷ05"Λαϙʔτͯ͠΄͍͠ w͜ΕΒΛαʔόʔϨεͰ࣮ݱ͍ͨ͠

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ͱ͋ΔαʔόʔϨε։ൃ෦ͷҊ݅ ཁ๬ w๲େͳ਺ͷηϯαʔͷσʔλΛղੳ͍ͨ͠ wσόΠεʹରͯ͠ࢦࣔΛૹΓ͍ͨ wσόΠεͷ05"Λαϙʔτͯ͠΄͍͠ w͜ΕΒΛαʔόʔϨεͰ࣮ݱ͍ͨ͠ Կނ͔ "84*P5͕ བྷΉҊ͕݅ଟ͍

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࣌ྲྀ ΤοδσόΠεͷߴػೳԽ wϜʔΞͷ๏ଇͷݶք͕๚Εɺ$16ͷੑೳ͕಄ ଧ͖ͪͯͨ͠ wػցֶशϞσϧΛσόΠεଆͰར༻͠ɺ݁Ռͷ ग़ྗΛσόΠε͚ͩͰ׬݁Ͱ͖ΔΑ͏ʹͳͬͨ wػցֶशϞσϧͷ࡞੒Λαϙʔτ͢ΔαʔϏε ͕૿͖͑ͯͨ

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ΤοδσόΠεͷਐԽ https://aws.amazon.com/jp/deeplens/

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ΤοδσόΠεͷਐԽ https://www.pakutaso.com/20171202349iphone- x-36.html

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ΤοδσόΠεͷਐԽ https://developer.apple.com/machine-learning/

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ษڧͤͶ͹…

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ͱ͋ΔΦϑΟεͷۀ຿ Թ࣪౓؅ཧ wҰఆظؒɺԹ౓ͱ࣪౓Λऔಘ͢Δ wΦϑΟεͷঢ়ଶ͕อͨΕ͍ͯΔ͔֬ೝ͢Δ w͋͋͋ wఆظతʹ$47Λऔಘͯ͠εϓϨουγʔτʹ هࡌ͢Δ

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AWS IoT + Թ࣪౓औಘσόΠεͰվળͰ͖ΔͷͰ͸ʁ

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AWS IoT

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"84*P5 ֓ཁ wΠϯλʔωοτʹ઀ଓͨ͠σόΠ εͱ"84ͷαʔϏεΛηΩϡΞʹ ௨৴ͤ͞Δ࢓૊ΈΛఏڙ wσόΠε΁ͷࢦྩɺσόΠε͔Β ͷσʔλΛड͚औΓɺ"84ͷαʔ Ϗε΁ڮ౉͠Λߦ͏ https://docs.aws.amazon.com/ja_jp/iot/latest/ developerguide/what-is-aws-iot.html

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"84*P5 %FWJDF4IBEPX w"84*P5্ͷԾ૝తͳσόΠε wσόΠε΁ͷࢦྩͷૹ৴ɺσόΠ ε͔Βͷ݁Ռͷड৴ͳͲΛԾ૝త ʹߦ͏࢓૊Έ wৄ͍͠આ໌͸ׂѪ https://docs.aws.amazon.com/ja_jp/iot/latest/ developerguide/iot-device-shadows.html

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"84*P5 Ϟϊ wಛఆͷσόΠε·ͨ͸࿦ཧΤϯςΟςΟ Λද͢ w෺ཧతͳσόΠε΍ηϯαʔ ిٿ΍ นͷεΠονͳͲ ͸ɺϞϊͱͯ͠ѻ ͏ w"84*P5͔Βൃޮ͞Εͨূ໌ॻΛ಺แ ͠ɺ"84*P5ͱηΩϡΞʹ௨৴͢Δ https://docs.aws.amazon.com/ja_jp/iot/latest/ developerguide/iot-thing-management.html

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"84*P5 τϐοΫ w"84*P5ͷϝοηʔδͷૹड৴ΛՄ ೳʹ͢ΔύϒϦογϡαϒεΫϥΠ ϒϒϩʔΧʔαʔϏε w"84*P5ͱ௨৴͢Δͱ͖ɺΫϥΠΞ ϯτ͸Sensor/temp/room1ͷΑ͏ ͳτϐοΫѼͯʹϝοηʔδΛૹ৴ https://docs.aws.amazon.com/ja_jp/iot/latest/ developerguide/topics.html

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"84*P5 ϧʔϧ w઀ଓ͞Ε͍ͯΔϞϊ͔ΒͷσʔλΛϧʔςΟ ϯά͢ΔͨΊͷ࢓૊Έ w42-ߏจͰ.255τϐοΫͰड͚औͬͨϝο ηʔδΛϑΟϧλॲཧ͠ɺผͷ৔ॴʹσʔλ ΛૹΔ wσʔλΛ%ZOBNP%#ςʔϒϧʹૠೖ͢Δɺ -BNCEBؔ਺Λݺͼग़͢ͳͲͷΞΫγϣϯ ΛࢦఆͰ͖Δ https://docs.aws.amazon.com/ja_jp/iot/latest/ developerguide/iot-create-rule.html

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"84*P5

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ʢࡶ…!)

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࣮ફฤ

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3BTQCFSSZ1J 3BTQCFSSZ1Jͷར༻ w΋͸΍આ໌ෆཁͷখܕίϯϐϡʔλ wΦϑΟεͷঢ়ଶ͕อͨΕ͍ͯΔ͔֬ೝ͢Δ w"84*P54%,͕αϙʔτ wԁ͘Β͍ͰೖखՄೳ https://www.raspberrypi.org/

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3BTQCFSSZ1J༻؀ڥηϯαج൘ 3BTQCFSSZ1J༻؀ڥηϯαج൘ w#04$)ࣾͷ؀ڥηϯαʮ#.&ʯͱɺর౓ ηϯαΛूੵͨ͠3BTQCFSSZ1Jʢ#ʣ༻ ͷ؀ڥηϯαج൘Ϟδϡʔϧ w൒ా෇͚ෆཁ wԁ͘Β͍ͰೖखՄೳ https://www.switch-science.com/catalog/1796/

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3BTQCFSSZ1J༻؀ڥηϯαج൘ 3BTQCFSSZ1J༻؀ڥηϯαج൘ w#04$)ࣾͷ؀ڥηϯαʮ#.&ʯͱɺর౓ ηϯαΛूੵͨ͠3BTQCFSSZ1Jʢ#ʣ༻ ͷ؀ڥηϯαج൘Ϟδϡʔϧ w൒ా෇͚ෆཁ wԁ͘Β͍ͰೖखՄೳ https://www.switch-science.com/catalog/1796/

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શମߏ੒ਤ https://github.com/kongmingstrap/SensorStream

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શମߏ੒ਤ https://github.com/kongmingstrap/SensorStream Թ࣪౓Λऔಘ͢Δ

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શମߏ੒ਤ https://github.com/kongmingstrap/SensorStream τϐοΫʹύϒϦογϡ͢Δ

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શମߏ੒ਤ https://github.com/kongmingstrap/SensorStream ϧʔϧʹϚονͤ͞ɺ ,JOFTJTʹσʔλΛྲྀ͢

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શମߏ੒ਤ https://github.com/kongmingstrap/SensorStream 'JSFIPTF͔Β4΁σʔλͷอ؅

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࣮ફฤ

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"84*P5ʹσόΠεͷొ࿥ https://github.com/kongmingstrap/SensorStream

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"84*P5ʹσόΠεͷొ࿥

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"84*P5ʹσόΠεͷొ࿥

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"84*P5ʹσόΠεͷొ࿥

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"84*P5ʹσόΠεͷొ࿥

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"84*P5ʹσόΠεͷొ࿥

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"84*P5ʹσόΠεͷొ࿥

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✌ Т✌ ࡾ✌ Т ✌ࡾ ✌Т ✌

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"84*P5ʹσόΠεͷొ࿥

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σόΠε͔ΒτϐοΫ΁ͷύϒϦογϡ https://github.com/kongmingstrap/SensorStreamDevice

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σόΠε͔ΒτϐοΫ΁ͷύϒϦογϡ https://docs.aws.amazon.com/ja_jp/iot/latest/developerguide/iot- sdks.html#iot-python-sdk

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׬

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σόΠε͔ΒτϐοΫ΁ͷύϒϦογϡ https://github.com/kongmingstrap/SensorStreamDevice/blob/ master/code/sample.py

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σόΠε͔ΒτϐοΫ΁ͷύϒϦογϡ https://github.com/kongmingstrap/SensorStreamDevice/blob/ master/code/sample.py .255ΫϥΠΞϯτͷઃఆ

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σόΠε͔ΒτϐοΫ΁ͷύϒϦογϡ https://github.com/kongmingstrap/SensorStreamDevice/blob/ master/code/sample.py ಛఆͷτϐοΫ΁ͷύϒϦογϡ

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σόΠε͔ΒτϐοΫ΁ͷύϒϦογϡ https://github.com/kongmingstrap/SensorStreamDevice "84*P5ͷΤϯυϙΠϯτɺσόΠεͷ ূ໌ॻɺύϒϦοΫΩʔɺϓϥΠϕʔτ ΩʔɺτϐοΫ໊Λࢦఆ࣮ͯ͠ߦ

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σόΠε͔ΒτϐοΫ΁ͷύϒϦογϡ τϐοΫ΁ͷύϒϦογϡΛ "84*P5্Ͱ֬ೝ͢Δ

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demo

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demo

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demo

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ϧʔϧΤϯδϯͷߏ੒ https://github.com/kongmingstrap/SensorStream/ blob/master/cfn/templates/sensor-stream.yml

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ϧʔϧΤϯδϯͷߏ੒ https://github.com/kongmingstrap/SensorStream/ blob/master/cfn/templates/sensor-stream.yml

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ϧʔϧΤϯδϯͷߏ੒ https://github.com/kongmingstrap/SensorStream/ blob/master/cfn/templates/sensor-stream.yml UPQJDʹର͢Δϝοηʔδ͕ TFMFDUจͰϚονͨ͠৔߹ ͞ΒʹɺσόΠε*%΋ؚΊΔ

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ϧʔϧΤϯδϯͷߏ੒ https://github.com/kongmingstrap/SensorStream/ blob/master/cfn/templates/sensor-stream.yml Ϛον࣌ͷΞΫγϣϯ͸ ,JOFTJTΛઃఆ ,JOFTJTʹσʔλΛྲྀ͢

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શମߏ੒ਤ

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,JOFTJT͔Β'JSFIPTF΁ https://github.com/kongmingstrap/SensorStream/ blob/master/cfn/templates/sensor-stream.yml

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,JOFTJT͔Β'JSFIPTF΁ https://github.com/kongmingstrap/SensorStream/ blob/master/cfn/templates/sensor-stream.yml

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,JOFTJT͔Β'JSFIPTF΁ https://github.com/kongmingstrap/SensorStream/ blob/master/cfn/templates/sensor-stream.yml ιʔεͷ,JOFTJT

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,JOFTJT͔Β'JSFIPTF΁ https://github.com/kongmingstrap/SensorStream/ blob/master/cfn/templates/sensor-stream.yml ιʔεͷσʔλͷߦ͖ઌΛࢦఆ ࠓճ͸4

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,JOFTJT͔Β'JSFIPTF΁

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ಈ࡞֬ೝ

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✌ Т✌ ࡾ✌ Т ✌ࡾ ✌Т ✌

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·ͱΊ

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·ͱΊ "84*P5ͱ3BTQCFSSZ1J w"84*P5%FWJDF4%,GPS1ZUIPOͰ.255ϓ ϩτίϧ΋ରԠ͍ͯ͠ΔͷͰɺ؆୯ʹ࣮૷Ͱ͖ Δ w"84*P5ͷϧʔϧΤϯδϯͷΞΫγϣϯઌʹ "84-BNCEB΋બ୒Ͱ͖ΔͷͰɺ֦ுੑ͸ߴ ͍ wσόΠεͷূ໌ॻͷ؅ཧ͸՝୊

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࣍ͷεςʔδ΁ https://mock-mock.com/ja/

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ެࣜϦϯΫू w"84*P5 w"84#MBDL#FMU0OMJOF4FNJOBS *P5޲͚࠷৽ΞʔΩςΫνϟύλʔϯ w"84*P5$PSF w"84*P5%FWJDF4%,GPS1ZUIPO

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ँࣙ w)*(0#"4)*"84ୈճ"84ͬͨࣽ͝ฤͰʮࠓ ೔͔ΒͰ͖Δ*P5σβΠϯύλʔϯೖ໳ʯΛ࿩͠· ͨ͠DN@PTBLB w)*(0#"4)*"84ୈճ"84ͬͨࣽ͝ฤͰʮ*P5 ͱαʔόʔϨεͱϥζύΠʯΛ࿩͠·ͨ͠ DN@PTBLB w"84*P5%FWJDF4%,GPS1ZUIPOΛ࢖ͬͯ 3BTQCFSSZ1Jͱ"84*P5Λͭͳ͍ͰΈΔ w"84*P5ͷ5IJOH4IBEPXTΛਤͱ࣮ߦྫͰཧղ ͢ΔSFJOWFOU

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