情報の世界 2023年度 第10回「データとセンシングの概要」 #情報の世界 / Data and Sensing 2023

2023年6月22日(木)に開催された北海道情報大学の講義「情報の世界」の第10回「データとセンシングの概要」の講義資料

Transcript

1. 2023.06.22 ౬ଜ ཌྷ !"#$%&'&()*+ ,-./.012 -./.41,567869651:;1<;8= ৘ใͷੈք ୈ10ճ
2. !"#$ • Twitter΁ͷײ૝ɾ࣭໰ͷ౤ߘ׻ܴ (͜ͷतۀͷࢲͷճͷΈ) • ϋογϡλά #৘ใͷੈք • HIU-WiFi͔ΒTwitterͭͳ͕Βͳ͍ͷͰ(͝ΊΜͶ🥺)ɺɹ εϚϗ͔Β౤ߘ͍ͯͩ͘͠͞ • ޶όϨͨ͘͠ͳ͍ਓ͸तۀ༻ΞΧ΢ϯτ࡞ΔͱΑ͍͔΋ • εϥΠυͷࡱӨɾεΫγϣ΋౤ߘOKͰ͢🙆 • খςετͷεΫγϣ౤ߘ͸NG🙅 2
3. %&'( • ౬ଜ ཌྷ (ΏΉΒ ͭ͹͞) @yumu19 / @yumulab • ৘ใϝσΟΞֶՊ ।ڭत (2021/04ʙ) • ઐ໳͸৘ใՊֶɺಛʹΠϯλϑΣʔεɺηϯγϯάɺIoTɺVRɺωοτϫʔΫ౳ • ܦྺ • ࡳຈ։੒ߴ౳ֶߍ ଔۀ • ๺ւಓେֶ ཧֶ෦ ஍ٿՊֶՊ ଔۀ • ౦ژେֶେֶӃ ཧֶܥݚڀՊ ஍ٿ࿭੕Պֶઐ߈ म࢜՝ఔ • ๺཮ઌ୺Պֶٕज़େֶӃେֶ ৘ใՊֶݚڀՊ ৘ใՊֶઐ߈ ത࢜՝ఔ • 2008-2011 גࣜձࣾ౦ࣳʢωοτϫʔΫՈిͷݚڀ։ൃͳͲʣ • 2011-2013 Ϋ΢δοτגࣜձࣾʢ԰಺ଌҐΞϓϦɺΠϯλϥΫςΟϒలࣔͷ։ൃɾPMͳͲʣ • 2013-2014 ϑϦʔϥϯεΤϯδχΞɾ߹ಉձࣾPhysVis ୅දࣾһCEOʢiOSΞϓϦέʔγϣϯͷडୗ։ൃͳͲʣ • 2015-2021 ࠃཱݚڀ։ൃ๏ਓ৘ใ௨৴ݚڀػߏʢωοτϫʔΫςετϕουɺແઢωοτϫʔΫΤϛϡϨʔλͷݚڀͳͲʣ 3
4. )*+, • ೤੺֎ઢΛར༻ͨ͠2࣍ݩ৘ใϚʔΧ (ARϚʔΧɺQRίʔυ౳) • ϓϥΠόγʔʹ഑ྀͨ͠৘ใϚʔΧͷར༻͕Մೳɺ҉͍৔ॴͰ΋࢖ ͑Δ 4
5. -./0,+123 • HMDͱλϒϨοτΛ༻͍ͨVRαοΧʔ࡞ઓ൫ 5
6. 456789:8;<=>?96 • ө૾ΤϑΣΫτΛΩʔԡԼ࣌ʹ෇༩͠ɺλΠϐϯάମݧΛ֦ு 6
7. @ABCD0EFG • ৸ͯΔ͕࣌ؒ΋͍ͬͨͳ͍ → ৸ͯΔؒʹήʔϜΛϓϨΠ͠ ࣌ؒΛ༗ޮ׆༻ 7
8. HIJKLMN • σʔλͱηϯγϯά • ౎ࢢͷσʔλ ֓ཁ (ৄࡉ͸དྷि) • ݸਓͷσʔλ ֓ཁ (ৄࡉ͸࠶དྷि) • Φʔϓϯσʔλ • γϏοΫςοΫ 8 👀 WebαΠτͰͷσϞ͋Γ ಈը͋Γ
9. O+PQRSTSU • σʔλ͸উखʹ༙͍ͯ͘Δ΋ͷͰ͸ͳ͍ • Ͳ͔͜Ͱੜ੒͞ΕΔ • Ξϯέʔτௐࠪ • γεςϜͷϩάΛऔΔ • ΧϝϥͰࡱӨ͢Δ • ηϯαͰܭଌ͢Δ 9 ηϯγϯά: Sensing ܭଌ͢Δ͜ͱ ηϯα: Sensor ܭଌ͢Δ΋ͷ(ػց) Sense ʲ໊ʳײ֮ ʲಈʳײ஌͢Δ
10. VWXRS/JY •ʮηϯαʯͱ͍͑͹ԿΛɹࢥ ͍͖ͭ·͔͢ʁ •Twitterʹ౤ߘͯ͠΋ྑ͍ਓ͸ ౤ߘͯ͠Έ͍ͯͩ͘͞ 10
11. VWXRS/JY • Թ౓ܭ(ؾԹ) • ମԹܭ • ମॏܭ • etc… 11 ମԹܭʹ͍ͭͯʛ঎඼৘ใ | ΦϜϩϯ ϔϧεέΞ https:// www.healthcare.omron.co.jp/ product/mc/mc-summary.html ମ૊੒ܭɹBC-332L(ϗϫΠτ): Ұൠ༻ʛλχλ https://www.tanita.co.jp/product/ g/_BC332LWH000JPA/
12. RS/Q!Z • ίϯϐϡʔλ͸ిؾతͳ৴߸ͷΈΛಡΈ औΔ͜ͱ͕Ͱ͖Δ • ηϯα͸ ෺ཧྔͷมԽ Λిؾ৴߸ʹม ׵͢Δ • ఍߅஋͕มΘΔ෺͕ଟ͍ • ʢਫۜࣜͷԹ౓ܭͳͲίϯϐϡʔλΛհ ͞ͳ͍΍ͭ΋͋Γ·͕͢ɾɾɾʣ 12 ळ݄ిࢠ௨঎, ۂ͛ηϯαʔ ̢̗̌̒̌ʵ̣ʵ̎̎̍ʵ̖̌̎ https://akizukidenshi.com/catalog/g/ gP-16410/ 750ԁ ळ݄ిࢠ௨঎, ѹྗηϯαʔ̨̧̛̐̌̌ https://akizukidenshi.com/ catalog/g/gP-04003/ 400ԁ
13. RS/JY[\?9:89;]^_`?:ab^cdefSghSUfS 13 ϦϯάϑΟοτ Ξυϕϯνϟʔ ঺հө૾ https://youtu.be/qXfpVh7VI_c Ken Nakagaki / த֞ ݓ (@ken0324) https://twitter.com/ken0324/status/1192220078386712576 ࿪Έηϯα (ϩʔυηϧ) Ճ଎౓ηϯα δϟΠϩηϯα
14. RSTSUJY[%ijkl 14 ੁপ ௚थ, ࢢ֗஍ʹ͓͚Δࣗಈंͷࣗಈӡసʹ޲͚ͯ https://www.matlabexpo.com/content/dam/mathworks/mathworks-dot-com/ images/events/matlabexpo/jp/2018/d1-in fi niti-self-driving.pdf ΦʔϓϯιʔεͷࣗಈӡసOSʮAutowareʯͰੈքΛϦʔυ ͢Δ ςΟΞϑΥʔ͕ʮTECH PLAYER OF THE YEAR৆ʯΛ ड৆ʛTECH PLAY Magazine ʦςοΫϓϨΠϚΨδϯʧ https://techplay.jp/column/1204
15. RSTSUJY[mn+o^p^/0,+ 15 The Hidden Technology of Footbal l https://youtu.be/SmZSLirtBek
16. RSTSUJY[mn+o^p^/0,+ 16 FIFA Semi Automated Offside Technology Animatio n https://youtu.be/FEPKAeGzwPU
17. RSTSUJY[mn+o^p^/0,+ • αοΧʔϘʔϧ಺ʹ ηϯαϞδϡʔϧ • UWBɿଌҐ • IMUɿ׳ੑܭଌϢ χοτ 17 adidas reveals the fi rst FIFA World Cup™ of fi cial match ball featuring connected ball technolog y https://news.adidas.com/football/adidas-reveals-the- fi rst- fi fa-world-cup--of fi cial-match-ball-featuring- connected-ball-technology/s/cccb7187-a67c-4166-b57d-2b28f1d36fa0#
18. RSTSUJY[mn+o^p^/0,+ 18 Technical Shot https://technical-shot.com/ The Best Wearable Soccer Tracker App | PlayerMake r https://www.playermaker.com/
19. RSTSUJY[mn+o^p^/0,+gqUr+ 19 SPT JAPANʛެࣜαΠτ https://www.sportsperformancetracking.jp/ GPSͰ ҐஔΛ௥੻
20. RSTSUJY[mn+o^p^st 20 ʲSSK໺ٿެࣜʳεΠϯάΛ஌Δɻ͔ͩΒଧܸ͕มΘΔɻόοςΟϯάʹIoTֵ໋ʂόοτεΠϯάηϯαʔʮSWINGɹCOACHʯ https://youtu.be/QL7Eo35LJZ8
21. RSTSUJY[mn+o^p^qSuSU 21 EVORIDE ORPHE - γϡʔζ͕ɺίʔνʹͳΔɻʛΞγοΫεެࣜ https://www.asics.com/jp/ja-jp/mk/running/evorideorphe
22. RSTSUJY[vw 22 ͓ͨΓεϚʔτιϯϓϩδΣΫτΛৼΓฦΔ Vol.1ʛ ౦ژిػେֶ ஌త৘ใۭؒݚڀࣨʛnote https://note.com/matsuilab/n/n5ff5d19dad4c ೶ۀηϯαʔΛ࢖ͬͯϞχλϦϯάΛ࢝ΊΑ͏ | χοϙʔ https://www.nippo-co.com/nogyo-controller/nogyo-006/
23. RSTSUJY[vw 23
24. xyJO+P • ਓྲྀσʔλ • ஍ਤ • Φʔϓϯσʔλ • εϚʔτγςΟ • ࣗಈӡసं 24
25. 👀 z{4<|4}~•q€+• 25 • ࠃ౔ަ௨লͷϓϩδΣΫτ • ݐ෺ͷ3DϞσϧ+ςΫε νϟͳͲ • Ұ෦ͷ౎ࢢͷΈ(ࡳຈ͋Γ) • ϒϥ΢βͷϏϡʔϫ͋Γ
26. >4?1@ • PLATEAU VIEWΛ࢖ͬͯɺࡳຈӺલͷݐ෺Λ දࣔ͠·͠ΐ͏ • ʮΧλϩά͔Βݕࡧ͢Δʯˠʮ๺ւಓʯˠ ʮࡳຈࢢʯˠʮதԝ۠ʯˠʮݐங෺Ϟσ ϧʢத ԝ۠ʣʯˠʮγʔϯʹ௥Ճʯ • ʮΧϝϥʯͰҠಈ • σʔληοτͷ੾Γସ͑ɿʮLOD2ʯʹ͢Δ ͱςΫενϟ(ݐ෺ද໘ͷը૾)͕දࣔ͞Ε· ͢ • ࡞ۀ࣌ؒ5෼ • ٳܜ΋͜ͷؒʹ͍ͯͩ͘͠͞
27. ‚ƒJO+P • ΢ΣΞϥϒϧσόΠε • Ոఉ಺৘ใ • ߦಈ৘ใ • εϙʔπ • Χϝϥ • ϓϥΠόγʔͱηΩϡϦςΟ 27
28. ‚ƒJO+PJY[„…†‡Oˆem‰Š‹88 28 ͸͡Ίͯͷํ΁ | DFree - ഉᔔ༧ଌσόΠε/Toilet Timing Predicting Device https://dfree.biz/personal/beginners.html
29. Œ•ŽqC•Oˆem 29 ϝΨω (JINS MEME) JINS MEME https://jinsmeme.com/ Apple Watch Series 3 https://www.apple.com/jp/shop/buy-watch/apple-watch-series-3 Apple Watch
30. •‘\_^’|’| 30 JINS MEME https://jinsmeme.com/ ¥19,800 + ¥500/݄(1೥໨ແྉ)
31. •‘\_^’|’| 31 👀
32. -:598‹^“^•‘\_^’|’| 32 Vtuner | JINS MEME https://jinsmeme.com/vtuner/ 👀
34. RSTSUJY[”+TdS•–•—–^p^7]a]>? 34 ϞόΠϧϞʔγϣϯΩϟϓνϟʔ:Մೳੑɺແݶେɻ͍ͪͯ͘͞ɺ͔Δ͍ɺϞόΠϧϞʔγϣϯΩϟϓνϟʔ mocopiʢϞίϐʣʲιχʔެࣜʳ https://youtu.be/ovHHpralCD8
35. ˜+•SO+P • Φʔϓϯͳ(ެ։͞Εͨ)σʔλʁ • Φʔϓϯσʔλͷఆٛ 35 ࠃɺ஍ํެڞஂମٴͼࣄۀऀ͕อ༗͢Δ׭ຽσʔλͷ͏ͪɺࠃຽ୭΋͕Πϯλʔωοτ ౳Λ௨ͯ͡༰қʹར༻ʢՃ޻ɺฤूɺ࠶഑෍౳ʣͰ͖ΔΑ͏ɺ࣍ͷ͍ͣΕͷ߲໨ʹ΋֘ ౰͢ΔܗͰެ։͞ΕͨσʔλΛΦʔϓϯσʔλͱఆٛ͢Δɻ 1.Ӧར໨తɺඇӦར໨తΛ໰Θͣೋ࣍ར༻Մೳͳϧʔϧ͕ద༻͞Εͨ΋ͷ 2.ػց൑ಡʹదͨ͠΋ͷ 3.ແঈͰར༻Ͱ͖Δ΋ͷ Φʔϓϯσʔλجຊࢦ਑ ʢฏ੒29೥5݄30೔ߴ౓৘ใ௨৴ωοτϫʔΫࣾձਪਐઓུຊ෦ɾ׭ຽσʔλ׆༻ਪਐઓུձܾٞఆʣ
36. ˜+•SO+P • ͍Β͢ͱ΍͸ (લϖʔδͷఆٛʹ͓͍ͯ͸) ΦʔϓϯσʔλͰ͸ͳ͍ • ೋ࣍ར༻(࠶഑෍)ΛೝΊ͍ͯͳ͍ 36
37. ˜+•SO+P 37 ࡳຈࢢICT׆༻ϓϥοτϑΥʔϜ | DATA-SMART CITY SAPPORO https://data.pf-sapporo.jp/ ๺ւಓΦʔϓϯσʔλϙʔλϧαΠτ https://www.harp.lg.jp/opendata/ 👀
38. ƒ™O+P • ਓͷྲྀΕ(௨ߦऀ਺)ͷσʔλ • ࡳຈͰ͸νΧϗɺΦʔϩϥλ΢ϯɺϙʔϧλ΢ϯͷσʔλ͕ެ։ 38 ळ݄ిࢠ௨঎, ύϥϥοΫεࣾ ௒Ի೾ڑ཭ηϯαʔϞδϡʔϧ https://akizukidenshi.com/ catalog/g/gM-05400/ 3,980ԁ ࡳຈӺલ௨஍ԼาߦۭؒʢνɾΧɾϗʣʰ௨ߦྔʢ࣌ؒผʣʱ View | DATA-SMART CITY SAPPOR O https://data.pf-sapporo.jp/toshinbuchikakuukan_tuukouryou_02_view
39. Ehše›œCgf”S• 39 • σʔλͷదਖ਼ͳ࠶ར༻Λଅਐ͢ΔͨΊͷϥΠηϯε(ར༻ن໿) • ΦʔϓϯσʔλͷϥΠηϯεͱͯ͠Α͘࢖ΘΕΔ BY ND NC SA ΫϦΤΠςΟϒɾίϞϯζɾϥΠηϯεͱ͸ | ΫϦΤΠςΟϒɾίϞϯζɾδϟύϯ https://creativecommons.jp/licenses/
40. Tr0E›0E 40 • Code for Japanɿ೔ຊͷγϏοΫςοΫΛଅਐ͢ΔඇӦརஂମ • ϒϦήʔυɿ֤஍ҬͷγϏοΫςοΫίϛϡχςΟ • Code for Sapporo΋͋ΔΑ Ұൠࣾஂ๏ਓίʔυɾϑΥʔɾδϟύϯ | Code for Japan https://www.code4japan.org/
41. Tr0E›0EJžY'( 41 ͬ͞ΆΖอҭԂϚοϓ by Code for Sappor o https://papamama.codeforsapporo.org/ ಓ಺ͷ࠷৽ײછಈ޲ | ๺ւಓ ৽ܕίϩφ΢Πϧε·ͱΊαΠτ https://stopcovid19.hokkaido.dev/
42. Tr0E›0EJžY'( 42 Code for Japan, ͷͼ͠Ζɺ͓΋͠ΖͬɻγϏοΫςοΫ - γϏοΫςοΫͷࣄྫ঺հ(JPʣ https://youtu.be/8M9H6H77v6k
43. Ÿ B$ • খςετʹऔΓ૊ΜͰ͍ͩ͘͞ • 2ճडݧͰ͖·͢ • క੾ɿ࣍ճߨٛ։࢝࣌·Ͱ • ײ૝ॻ͍͍ͯͩ͘͞ (೚ҙɺ੒੷ʹؔ܎ͳ͠) • ࣍ճҎ߱ͷ༧ఆ • དྷिʮ౎ࢢͷσʔλʯ • ࠶དྷिʮݸਓͷσʔλʯ 43