Upgrade to Pro — share decks privately, control downloads, hide ads and more …
Sign up for free

田んぼの命を見守るIoT@Kawagoe

Avatar for Nobuo Hayashi Nobuo Hayashi
February 16, 2020
Technology
180
0

 田んぼの命を見守るIoT@Kawagoe

Avatar for Nobuo Hayashi

Nobuo Hayashi

February 16, 2020

More Decks by Nobuo Hayashi

See All by Nobuo Hayashi
田んぼの命を守るIoT-さらに身近な存在に
Avatar for Nobuo Hayashi haya_sann
0
120
Build a SwiftUI View in Swift Playgrounds
Avatar for Nobuo Hayashi haya_sann
0
490
非技適だけど極小ESP8266基板を環境モニターに使う話
Avatar for Nobuo Hayashi haya_sann
0
660
Lチカだけじゃ物足りない。1000Wの赤外線ストーブもコントロールしたい
Avatar for Nobuo Hayashi haya_sann
0
590
大人も子供もUIFlowでプログラミング @M5StackUsersMeeting 2020 02-04
Avatar for Nobuo Hayashi haya_sann
0
2.3k
How to safely control a "Dangerous Power Grid" with your IoT device.
Avatar for Nobuo Hayashi haya_sann
0
1.5k

Other Decks in Technology

See All in Technology
How we choose session proposals
Avatar for Yasunobu Kawaguchi kawaguti
PRO
0
170
AIで選択肢が広がった組織設計の理想と現実
Avatar for konifar konifar
12
5.2k
AIをリアル世界に解き放つ　〜M5Stack×AIであなたのアイディアを手の平に〜
Avatar for 濱田孝治 hamadakoji
1
540
Claude Code をローカルとサーバー上で利用した際の Bedrock 利用料をユーザー単位で一本化してみる
Avatar for Osamu Horiguchi ohorig
0
160
AI駆動開発におけるハーネスエンジニアリングの勘所
Avatar for つくぼし tsukuboshi
1
780
Let's Change Our World—Again
Avatar for Koji SHIMADA snoozer05
PRO
6
680
「私が一番顧客に詳しい」を捨てる～ 全員が一次情報に精通する開発チームをつくり、PMが次のボトルネックへ染み出すまで
Avatar for 株式会社カミナシ kaminashi
4
2.4k
AI時代、つくる力を自分たちの手に。 ──電通×KAG、アジャイルとAI駆動開発で挑む開発の変革
Avatar for yuukiyo yuukiyo
3
390
Devin プロモコードの受け取りと適用(2026.10.27)
Avatar for kinopee kinopeee
0
500
Microsoft のサポート ライフサイクルを理解する
Avatar for Murachi Akira murachiakira
PRO
0
210
推論基盤と Scale-Up Interconnect の現状と制約から俯瞰する技術動向
Avatar for Masayuki Kobayashi markunet
2
160
企画を Software Factory-ready にする——開発が高速になったとき、PdMの仕事はどう変わったか
Avatar for yachibit yachibit
1
270

Featured

See All Featured
Keith and Marios Guide to Fast Websites
Avatar for Keith Pitt keithpitt
413
23k
SERP Conf. Vienna - Web Accessibility: Optimizing for Inclusivity and SEO
Avatar for Sara Fernández Carmona sarafernandez
2
1.6k
How to optimise 3,500 product descriptions for ecommerce in one day using ChatGPT
Avatar for Katarina Dahlin katarinadahlin
PRO
3
3.9k
A Modern Web Designer's Workflow
Avatar for Chris Coyier chriscoyier
699
190k
Making Projects Easy
Avatar for Brett Harned brettharned
120
6.8k
What's in a price? How to price your products and services
Avatar for Michael Herold michaelherold
247
13k
Agile Leadership in an Agile Organization
Avatar for Dr. Kim W Petersen kimpetersen
PRO
0
290
Thoughts on Productivity
Avatar for Jon Yablonski jonyablonski
76
5.4k
YesSQL, Process and Tooling at Scale
Avatar for Rocio Delgado rocio
174
15k
Testing 201, or: Great Expectations
Avatar for Joseph Mastey jmmastey
46
8.4k
Art, The Web, and Tiny UX
Avatar for Lynn Fisher lynnandtonic
304
22k
Rails Girls Zürich Keynote
Avatar for Gregor Martynus gr2m
96
14k

Transcript

  1. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ాΜ΅ͷ໋ΛݟकΔ*P5 ೥໨ͷ௅ઓ ాΜ΅*P5ηϛφʔ ྛɹ৳෉

    1

  2. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ੲ͸ !2 ύιίϯࢽͷฤू௕

  3. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ !3 ͜Μͳͷͱ͔

  4. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ !4 ͜Μͳͷ

  5. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ !5 Ҿୀޙ ੲ͸औ૊Ίͳ͔ͬͨϓ ϩάϥϜɺγεςϜઃ

    ܭɺ޻࡞ʹ͸·Γத

  6. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ !6 ྛ৳෉ OPCVPI 

    5XJUUFS !IBZB@TBOO 'BDFCPPLຊ໊Ͱग़͍ͯ·͢ɻ༑ୡʹͳͬͯͶ

  7. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ w ిݯ΋ωοτϫʔΫ΋ͳ͍৔ॴͰ w Ͱ͖Δ͚ͩ҆Ձʹɻػث΋ωοτ΋

    w ాΜ΅ͷࠓ͕෼͔Δ࢓૊ΈΛ࡞Δ w ηΩϡϦςΟ֬อ w ࢭ·Βͳ͍࢓૊Έ࡞Γ w ଞͷ࢓૊Έͱͷൺֱ w ͞ΒʹલʹɻڠྗऀืΔ !7 ࠓ೔͓࿩͢͠Δ͜ͱ

  8. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ೥฻ʹ࠷ॳ ͷษڧձ։࢝ ೥ɿΧϝϥՔಈ ೥ɿ̎߸ػ౤ೖ

    ೥ɿ̎߸ػෆௐ ೥ɿ̎߸ػվྑ൛ !8

  9. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ !9 ࣮ݱ͍ͨ͜͠ͱ w Ҵͷੜ௕֬ೝ

    w ग़ึͷ֬ೝ w ؾ৅σʔλɿಛʹ೔ͷฏۉؾԹ w ిݯɺωοτϫʔΫͷͳ͍ͱ͜ΖͰ࿈ଓӡస w ׬શͳηΩϡϦςΟͷ֬อ ͜ͷೋͭ͸ߴਫ਼ࡉը૾͕ඞཁ !9

  10. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ !10 !10 ࣮ݱͨ͜͠ͱ !10

  11. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ϚίϞͷੜ௕ΛݟकΔ !11

  12. !12

  13. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ৘ใऩूγεςϜҎ্ʹϒϥ΢βʹ੒Ռ https://camera.hkose.com/dailySlideShow_v7.php !13

  14. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ৘ใऩूγεςϜҎ্ʹϒϥ΢βʹ੒Ռ https://camera.hkose.com/dailySlideShow_v7.php !14

  15. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ৘ใऩूγεςϜҎ্ʹϒϥ΢βʹ੒Ռ !15

  16. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ೔ؒʹ౉ͬͯࡱΓଓ͚͖ͯͨాΜ΅Χϝϥͷө૾ IUUQTZPVUVCFXL14Z$BD$;P ඵͰৼฦΔ͔Θ͑͝ཬࢁߞ෱ถͷ೔ !16

  17. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ೔ؒʹ౉ͬͯࡱΓଓ͚͖ͯͨాΜ΅Χϝϥͷө૾ ඵͰৼฦΔ͔Θ͑͝ཬࢁߞ෱ถͷ೔ IUUQTZPVUVCFXL14Z$BD$;P !17

  18. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ͔Θ͑͝Ͱͷඞਢ৚݅ ຊମՁ֨ສԁ ిݯແ͠ ωοτϫʔΫແ͠

    !18

  19. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ද ͔Θ͑͝ཬࢁɾఆ఺؍ଌ૷ஔɹγεςϜ։ൃҰࣜ ̍ʣ௒খܕίϯϐϡʔλʔγεςϜ ʢΧϝϥɺԹ౓ηϯαʔº̎ɺؾѹηϯαʔɺ࣪౓ηϯαʔɺ೔রηϯαʔΛؚΉʣ

    3BTQCFSSZ1J.PEFM" ʢ34ίϯϙʔωϯπ੡ʣ  ԁ IUUQTXXXTXJUDITDJFODFDPNDBUBMPH 3BTQCFSSZ1JΧϝϥϞδϡʔϧ7ɿ  ԁ IUUQTXXXTXJUDITDJFODFDPNDBUBMPH Թ౓ɺর౓ɺؾѹɺ࣪౓ηϯαʔɿ  ԁ ిѹηϯαʔճ࿏ NJDSP4%Χʔυɻ(#YຕɻDMBTTҎ্ɺτϥϯηϯυ  ԁ ௨৴ճઢ 403"$0.ελʔλʔΩοτʢ(64#υϯάϧ",ಉࠝʣ  ԁ IUUQTXXXTXJUDITDJFODFDPNDBUBMPH ̎ʣిݯ૷ஔ ిݯίϯτϩʔϧϞδϡʔϧɿΧελϜઃܭͷిࢠճ࿏ɿ෦඼୅  ԁ ϚΠίϯɿ.41(ɺ1DI.04'&5ɺఆిѹϨΪϡϨʔλʔ ๷ਫɾ଱ީέʔεʢԁʴૹྉʣ  ԁ IUUQTXXXNPOPUBSPDPNQ ഑ઢ༻ճ࿏ج൘ ԁ ίωΫλʔɺ഑ઢࡐྉɺΧϝϥอޢΨϥε  ԁ ʹʹʹʹʹʹʹʹʹʹʹʹʹʹʹʹʹʹʹʹʹ ػࡐ෦ࡐ߹ܭ  ԁ !19

  20. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ !20 w ιʔϥʔॆిίϯτϩʔϥɿԁ w

    8ɹଠཅޫύωϧ8
 ʢྫɿژηϥ੡ηϧɿԁʣ w 7"IߴੑೳγʔϧυόοςϦʔ
 81ɿԁ w ௨৴ྉۚɿ໿ԁʗ݄ w جຊྉۚɿԁ೔ σʔλ௨৴ͷΈͷ৔߹  w σʔλ௨৴ྉɿԁ.#ʙ ిݯʢ࠷খߏ੒ʣ

  21. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ !21 ج൘͔Βઃܭ

  22. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ !22

  23. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ !23 "NCJEBUB

  24. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ݟࣄʹಇ͍ͯɺઌ΄Ͳͷࣸਅ !24

  25. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ߸ػ͸ऩ֭લʹࣄ݅ൃੜ w िؒʙ೔ಈ͍ͯࢭ·Δ w

    ᢰ೉ਏۤͷݪҼڀ໌ w Ұͭ௵͢ͱ·ͨҰͭ໰୊ !25

  26. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ߸ػ͸ऩ֭લʹࣄ݅ൃੜ w ෺ཧతো֐΋͍Ζ͍Ζ͋ͬͨ w

    མཕ w ୆෩ !26

  27. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ਖ਼ৗಈ࡞࣌ !27

  28. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ҟৗಈ࡞࣌ !28

  29. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ߸ػ͸ऩ֭લʹࣄ݅ൃੜ w Կ͕໰୊ͩͬͨͷ͔ʁ w

    ઃܭͨ͜͠ͱͱ͸ҧ͏͜ͱ͕ཪͰى͍ͬͯ͜ΔΒ͍͠ɻ
 ͦ͜Ͱɺίϯϐϡʔλʔͷىಈ͔ΒԿ͕ى͍ͬͯ͜Δ͔Λ ஞҰௐ΂Δ͜ͱʹͨ͠ɻ !29

  30. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ !30 QJ!SBTQCFSSZQJdENFTH5 <4VO/PW>#PPUJOH-JOVYPOQIZTJDBM$16Y <4VO/PW>-JOVYWFSTJPO

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⒎⒎Y⒎⒎ L#  pYNBQY⒎DY⒎G L#  WNBMMPDYEY⒎ .#  MPXNFNYDYE .#  NPEVMFTYCGYD .#  UFYUYDYDGFE L#  JOJUYDDEYDB L#  EBUBYDBYDDDGF L#  CTTYDEGYDBBFD L#  <4VO/PW>4-6#)8BMJHO 0SEFS .JO0CKFDUT $16T /PEFT <4VO/PW>GUSBDFBMMPDBUJOHFOUSJFTJOQBHFT <4VO/PW>/3@*324 OS@JSRT QSFBMMPDBUFEJSRT <4VO/PW>TDIFE@DMPDLCJUTBUL)[ SFTPMVUJPOOT XSBQTFWFSZOT <4VO/PW>DMPDLTPVSDFUJNFSNBTLY⒎⒎⒎⒎NBY@DZDMFTY⒎⒎⒎⒎ NBY@JEMF@OTOT <4VO/PW>CDNTZTUFNUJNFS JSR  <4VO/PW>$POTPMFDPMPVSEVNNZEFWJDFY <4VO/PW>DPOTPMF<UUZ>FOBCMFE <4VO/PW>$BMJCSBUJOHEFMBZMPPQ#PHP.*14 MQK  <4VO/PW>QJE@NBYEFGBVMUNJOJNVN <4VO/PW>.PVOUDBDIFIBTIUBCMFFOUSJFT PSEFS CZUFT  <4VO/PW>.PVOUQPJOUDBDIFIBTIUBCMFFOUSJFT PSEFS CZUFT 

  31. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ !31 5SDMPDBM SDMPDBMNBJO 4UBSUFEMPHHJOHUPWBSMPHpFME@MPDBUJPOMPH

    SDMPDBMWFSߋ৽ɿ  6/*5'*-&45"5& BVUPMPHJO!TFSWJDFFOBCMFE BWBIJEBFNPOTFSWJDFFOBCMFE CMVFUPPUITFSWJDFFOBCMFE DPOTPMFTFUVQTFSWJDFFOBCMFE DSPOTFSWJDFFOBCMFE ECVTPSHCMVF[TFSWJDFFOBCMFE ECVTPSHGSFFEFTLUPQ"WBIJTFSWJDFFOBCMFE EIDQDETFSWJDFFOBCMFE EIDQDETFSWJDFFOBCMFE EJTQMBZNBOBHFSTFSWJDFFOBCMFE GBLFIXDMPDLTFSWJDFFOBCMFE HMESJWFSUFTUTFSWJDFFOBCMFE IDJVBSUTFSWJDFFOBCMFE LFZCPBSETFUVQTFSWJDFFOBCMFE MJHIUENTFSWJDFFOBCMFE OFUXPSLJOHTFSWJDFFOBCMFE QQQEEOTTFSWJDFFOBCMFE SBTQCFSSZQJOFUNPETTFSWJDFFOBCMFE SQJEJTQMBZCBDLMJHIUTFSWJDFFOBCMFE STZODTFSWJDFFOBCMFE STZTMPHTFSWJDFFOBCMFE TTITFSWJDFFOBCMFE TTITXJUDITFSWJDFFOBCMFE TZTMPHTFSWJDFFOBCMFE TZTUFNEUJNFTZODETFSWJDFFOBCMFE USJHHFSIBQQZTFSWJDFFOBCMFE WODTFSWFSYTFSWJDFETFSWJDFFOBCMFE XBUDIEPHTFSWJDFFOBCMFE XJpDPVOUSZTFSWJDFFOBCMFE BWBIJEBFNPOTPDLFUFOBCMFE USJHHFSIBQQZTPDLFUFOBCMFE EFGBVMUUBSHFUFOBCMFE NVMUJVTFSUBSHFUFOBCMFE OGTDMJFOUUBSHFUFOBCMFE SFNPUFGTUBSHFUFOBCMFE SVOMFWFMUBSHFUFOBCMFE SVOMFWFMUBSHFUFOBCMFE SVOMFWFMUBSHFUFOBCMFE VOJUpMFTMJTUFE <<N0,<N>4UBSUFE0QFO#4%4FDVSF4IFMMTFSWFS <NUPTUPQUIJTBVUPSVOTDSJQU TFU130(3".48*5$)PO<N <NXJUIJOTFDPOET<N <<N0,<N>4UBSUFE-4#FYJN.BJM5SBOTQPSU"HFOU

  32. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ߸ػ͸ݱࡏ҆ఆՔಇத w ͨͿΜɺηΩϡϦςΟΞοϓσʔτ͕ѱ͞Λ͍ͯ͠ΔͷͰ ͸ͳ͍͔ɺͱݟ౰Λ෇͚


    ɹɹ͜ͷػೳΛετοϓͨ͠ w ҎԼͷ௨Γɺਖ਼ৗʹಈ͍͍ͯΔ w IUUQTBNCJEBUBJPDIDIBOOFMIUNM JE !32

  33. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ म෮ޙշௐʹಈ࡞ !33

  34. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ Ұఆ͓͖࣌ؒʹʮڧ੍࠶ىಈʯ ͤ͞Δʮճ࿏ʯΛઃܭ͢Δ͔ʁ w ҰఆϨϕϧͷղܾΛΈ͕ͨɺߋͳΔ׬ᘳΛ໨ࢦ͍ͨ͠

    !34

  35. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ʮڧ੍࠶ىಈʯج൘ w 3BTQCFSSZ1J.PEFM# ༻΢Υονυοάج൘

    w 4XJUDI4DJFODFͰԁ !35

  36. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ σʔλ஝ੵˠϏοάσʔλͷ׆༻ʹ݁ͼ͚ͭΔ  w ೶ۀͱ؀ڥͱͷؔ܎Λ͞Βʹਂ͘୳ٻ͠Α͏

    w খ੉ݚڀࣨͱͷ࿈ܞΛਂΊ͍ͨ !36

  37. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ೔রσʔλΛऔ͍ͬͯΔ͕ɺ औΓํ͸͜ΕͰ͍͍͔ʁ w ২෺ҭ੒ʹӨڹͷ͋Δ೾௕ΛଌΔඞཁ͸ແ͍͔ʁ

    !37

  38. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ২෺ͷੜҭେ͖͘Өڹ͢Δ$  !38

  39. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ $ ηϯαʔ w 6*05&$.);#$0Ϟχλ༻੺֎

    ઢηϯα/%*3ɹ11. w ˇ  !39

  40. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ২෺ͷੜҭେ͖͘Өڹ͢Δ$  w $0ͷ༗ޮͳଌΓํʹ͍ͭͯ೶Ո͞Μͷ஌ݟɺখ੉ݚڀ

    ࣨͷॿݴΛڼ͍͗ͨ !40

  41. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ౔தԹ౓ w ݱࡏɺ༗ޮʹػೳ͍ͯ͠Δ͕ɺਫాʹ༗ޮͳͷ͔ʁ w

    ఍߅஋ʢిྲྀ஋ʣΛଌΔͷͰిۃͷ෗৯͕ܹ͍͠ˠ੩ ి༰ྔࣜʹมߋ w !41

  42. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ਫ໘ߴ w ਫ໘ߴͷଌఆ͸ෆཁʁ w

    ઐ໳Ոʹฉ͘ͱɺਫాΛ౉Δ෩͕ਫ໘ΛภΒͤΔ !42

  43. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ొख़ੵࢉؾԹ !43

  44. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ొख़ੵࢉؾԹ !44 https://public.tableau.com/profile/nobuo.hayashi#!/vizhome/_26317/1

  45. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ؾ৅ிͷެࣜఏڙσʔλ !45

  46. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ొख़ੵࢉؾԹ !46 https://public.tableau.com/profile/nobuo.hayashi#!/vizhome/_26317/1 ؾ৅ிఏڙͷσʔλ

  47. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ొख़ੵࢉؾԹ !47 https://public.tableau.com/profile/nobuo.hayashi#!/vizhome/_26317/1 ઒ӽ෱ాͷాΜ΅ɿొख़ੵࢉؾԹʢؾ৅ிʴ̎߸ػʴখ੉ઌੜʣ

  48. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ಘΒΕͨوॏͳ஌ݟ 48

  49. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ݱ஍ͷؾ৅σʔλ͸ ଌఆෆཁ ͜͏͍͏஌ݟ͸΍ͬͯΈͯॳΊͯ෼͔ͬͨ͜ͱɻ 49

  50. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ৽͍͠௨৴ٕज़ɺσόΠεͷ ༏ྼൺֱݕ౼ w Ձ֨ɺੑೳ͔ΒݱࡏͷγεςϜͰྑ͍ͷ͔ʁ

    !50

  51. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ *P5޲͚௨৴ճઢ -18"ʢ-PX1PXFS8JEF"SFBʣͱ( -5& !51

    8"/ LN  8-"/ ʢNʣ 81"/ ʢNʣ 8#"/ ʢ̍Nʣ ɹɹɹɹɹɹɹɹɹɹɹɹɹɹɹɹɹɹɹɹɹɹɹɹɹɹɹɹɹɹɹɹ σʔλϨʔτʢ.CQTʣ /'$ 8J46/ ;JH#FF ;8BWF -18" TJHGPY -5&. -P3B8"/ /#*P5 #MVFUPPUI ϞόΠϧճઢ ʢ4PSBDPNɺ**+ʣ 8J'J ೥ؒԁ͔Β ೔ԁ͔Β ాΜ΅Ͱ࢖͏

  52. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ৽͍͠σόΠεɿ"SEVJOPɺ. w 3BTQCFSSZ1JͳΜ͔ΑΓ΋ͬͱ҆ͯ͘؆ศͳͷ͕͋ΔΜ ͡Όͳ͍ͷʁ

    !52

  53. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ৽͍͠σόΠεɿ"SEVJOPʴ-5& w 8JP-5&+17FSTJPO w

    ԁ !53

  54. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ৽σόΠεɿ.4UBDL -5& w ΞϯςφΛ౥ࡌͨ͠.4UBDL༻ͷ(Ϟδϡʔϧ

    w  ԁ !54

  55. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ৽͍͠௨৴ٕज़ɿ4JHGPY w 4JHGPY4IJFMEGPS"SEVJOP 6OB4IJFME74

     w ԁ w ௨৴ྉۚɿ೥ؒԁ w ໔ڐෆཁ.)[ w ఻ൖڑ཭͕௕͘ɺ࠷େLNఔ౓ͷ௕ڑ཭௨৴͕Մೳ !55

  56. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ԿΛͲ͏औΔͷ͔ʁ !56

  57. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ औਫͷίϯτϩʔϧ !57

  58. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ੋඇ͝Ұॹʹ ߟ͑·͠ΐ͏ !58