AIでピタゴラスイッチ

ここで発表したスライド

https://re-build.connpass.com/event/279367/

Transcript

1. "*ͰϐλΰϥεΠον
   ʲԭೄʳ$IBU(15ʹ͍ͭͯޠΖ͏ձʂॳ৺ऀ0,ʂ
   BJQBDPNNBOEFS!ಹ೼
   

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2. ࣗݾ঺հ
   w ΞΠύʔୂ௕ͱ͍͍·͢ !BJQBDPNNBOEFS
   
   w $#DMPVEגࣜձࣾͰಇ͍͍ͯ·͢
   w ࠺ͱࢠೋਓͱݘඖͱೣඖͰ΄΅ຖ೔8FMDPNFUPΑ͏ͦ͜͡Όͺ
   Γͺʔ͘ࠓ೔΋υολϯόολϯେ૽͍͗ͯ͠·͢
   w ʢࠓ͸ʣϑϩϯτΤϯδχΞͰ͢ʂ
   

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3. એ఻ࠓ౓΍Γ·͢ʂʢʣ
   IUUQT
   fl
   VUUFSPLJOBXBDPOOQBTTDPNFWFOU
   

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4. "*ϐλΰϥεΠον35"
   ʙ͓લ͸ʢ೔Ͱʣ͍ͭ͘࿈ܞͰ͖Δ͔ʙ
   

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5. ϨΪϡϨʔγϣϯ
   w ೔ͰͲΕ͙Β͍ܨ͛ΒΕΔ͔ʢ࢓ࣄ͸ɾɾɾʁʣ
   w අ༻͸࠷খԽ͍ͯͩ͘͠͞
   

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6. "*ϐλΰϥεΠον
   1SPNQUΛॻ͘
   ݁Ռ͕ฦΔ
   

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7. "*ϐλΰϥεΠον-W
   w ϐλΰϥεΠον͡Όͳ͍ʙ'JOʙ
   w Ͱ΋ΈΜͳ͜͏͍͏ߏ੒Ͱී௨࢖͏͸ͣ
   w ໘ന͘ͳ͍ͷͰ΋ͬͱͭͳ͛ͯΈ͍ͨ
   

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8. "*ϐλΰϥεΠον-W
   1SPNQUΛ͠Ό΂ΔʢԻ੠ʣ
   ݁Ռ͕ฦΔʢςΩετʣ
   ݁Ռ͕ฦΔʢςΩετʣ
   1SPNQUΛ౤͛ΔʢςΩετʣ
   

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9. "*ϐλΰϥεΠον-W
   w (PPHMF$PMBCPSBUPSZ8IJTQFSΛಋೖͨ͠
   w 8IJTQFSʢ0QFO"*ʣ͸Ի੠Λจࣈى͜͠ʢςΩετԽʣͰ͖Δͨ
   Ίɺ1SPNQUΛԻ੠Ͱೖྗ͢Δ͜ͱ͕Ͱ͖Δ
   w ՝ۚͯ͠"1*΋ར༻Ͱ͖Δ͕ɺϞσϧ΋͍͔ͭ͘ެ։͞Ε͓ͯ
   Γɺ׌ͭ044ͳͷͰࣗ෼ͰϗετՄೳ
   w (PPHMF$PMBCPSBUPSZ͸؀ڥߏஙෆཁˍ(16͕࢖͑Δ؀ڥΛ(PPHMF
   ΞΧ΢ϯτ͕͋Ε͹ແྉͰར༻Ͱ͖ΔͳαʔϏε
   

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10. "*ϐλΰϥεΠον-Wʢ՝୊ʣ
    1SPNQUΛ͠Ό΂ΔʢԻ੠ʣ
    ݁Ռ͕ฦΔʢςΩετʣ
    ݁Ռ͕ฦΔʢςΩετʣ
    1SPNQUΛ౤͛ΔʢςΩετʣ
    ֎෦͔Β)551Ͱ΍ΓऔΓ
    ͢ΔͨΊʹɺ"1*Խ͕ඞཁ
    "1*Խͯ͠΋$PMBCP୯ମ
    Ͱ͸֎෦ެ։͕Ͱ͖ͳ͍
    

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11. 'MBTLOHSPL
    w 'MBTL͸1ZUIPOͷܰྔ8FC"1*
    ϑϨʔϜϫʔΫ
    w OHSPL͸ɺϩʔΧϧͰཱͯͨ8FC
    αʔόΛ҆શʹ֎෦ެ։Ͱ͖ΔṖ
    ςΫϊϩδʔʢ͋Μ·ΓΑ͘Θ
    ͔͍ͬͯͳ͍ʣ
    

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12. "*ϐλΰϥεΠον-W
    1SPNQUΛ͠Ό΂ΔʢԻ੠ʣ
    ݁Ռ͕ฦΔʢςΩετʣ
    ݁Ռ͕ฦΔʢςΩετʣ
    1SPNQUΛ౤͛ΔʢςΩετʣ
    

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13. "*ϐλΰϥεΠον-W
    w 'MBTLͱOHSPLΛ࢖͏͜ͱͰɺ$PMBCP্ͷ8IJTQFSΛެ։͢Δ͜ͱ͕
    Ͱ͖ͨ
    w (16࢖͍ͬͯΔͷͰαΫαΫจࣈى͜͠͞ΕΔ
    w 8IJTQFS͍͢͝
    

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14. "*ϐλΰϥεΠον-W
    w 'MBTLͱOHSPLΛ࢖͏͜ͱͰɺ$PMBCP্ͷ8IJTQFSΛެ։͢Δ͜ͱ͕
    Ͱ͖ͨ
    w (16࢖͍ͬͯΔͷͰαΫαΫจࣈى͜͠͞ΕΔ
    w 8IJTQFS͍͢͝
    w ΋ͬͱͭͳ͛ͯΈ͍ͨ
    

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15. "*ϐλΰϥεΠον-W
    1SPNQUΛ͠Ό΂ΔʢԻ੠ʣ
    ݁Ռ͕ฦΔʢςΩετʣ
    ݁Ռ͕ฦΔʢςΩετʣ
    1SPNQUΛ౤͛ΔʢςΩετʣ
    ݁Ռ͕ฦΔʢԻ੠ʣ
    ݁ՌΛ౤͛ΔʢςΩετʣ
    

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16. "*ϐλΰϥεΠον-W
    w 70*$&709͸ແྉͰར༻Ͱ͖ΔςΩετಡΈ্͛ιϑτ΢ΣΞ
    w 6*ɺΤϯδϯʢ"1*ؚΉʣɺίΞ͕ผΕ͍ͯͯखΛೖΕ΍͍͢
    w Կ໊ʢʁʣ͔ͷΩϟϥΫλʔϘΠεΛબ୒Ͱ͖ΔʢͷͰָ͍͠ʣ
    w %PDLFSJNBHF͕ެ։͞Ε͍ͯΔͷͰɺαΫοͱ"1*Λར༻Ͱ͖Δ
    w 1SPNQUΛԻ੠Ͱൃ࿩ͯ͠ɺ͔Θ͍͍Ωϟϥͷ੠ͰฦΔΑ͏ʹͳͬͨ
    

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17. "*ϐλΰϥεΠον-W
    w 70*$&709͸ແྉͰར༻Ͱ͖ΔςΩετಡΈ্͛ιϑτ΢ΣΞ
    w 6*ɺΤϯδϯʢ"1*ؚΉʣɺίΞ͕ผΕ͍ͯͯखΛೖΕ΍͍͢
    w Կ໊ʢʁʣ͔ͷΩϟϥΫλʔϘΠεΛબ୒Ͱ͖ΔʢͷͰָ͍͠ʣ
    w %PDLFSJNBHF͕ެ։͞Ε͍ͯΔͷͰɺαΫοͱ"1*Λར༻Ͱ͖Δ
    w 1SPNQUΛԻ੠Ͱൃ࿩ͯ͠ɺ͔Θ͍͍Ωϟϥͷ੠ͰฦΔΑ͏ʹͳͬͨ
    w ΋ͬͱ΋ͬͱͭͳ͛ͯΈ͍ͨ
    

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18. "*ϐλΰϥεΠον-Wʢະୡʣ
    1SPNQUΛ͠Ό΂ΔʢԻ੠ʣ
    ݁Ռ͕ฦΔʢςΩετʣ
    ݁Ռ͕ฦΔʢςΩετʣ
    1SPNQUΛ౤͛ΔʢςΩετʣ
    ݁Ռ͕ฦΔʢԻ੠ʣ
    ݁ՌΛ౤͛ΔʢςΩετʣ
    Ωϟϥ͕఻͑ͯ͘ΕΔ
    

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19. "*ϐλΰϥεΠον-W
    w 6OJUZͱެ։1BDLBHF΍%ϞσϧʢΩϟϥΫλʔʣΛ࢖ͬͯɺΩϟϥ
    ͱձ࿩͍ͯ͠ΔΑ͏ͳମݧ͕Ͱ͖Δʢͱࢥͬͨʣ
    w 5XJUUFSͰݕࡧ͍ͯ͠Δͱ݁ߏΈΜͳ΍ͬͯΔײ͡
    w ͙Β͍ʹࢼ͕ͨ͠ɺޱύΫ͕͏·͘ಈ͔ͣʹఘΊͨ
    

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20. ୈҰ෦׬
    

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21. $IBU(15Λ࢓ࣄͰ࢖͍͍ͨʢʣ
    w ࣄۀʹ૊ΈࠐΉͳΒ"1*ʢ༗ྉʣͷར༻͕ඞཁ
    w ηΩϡϦςΟ؍఺
    w ৘ใ࿙͍͑ˠ͜Ε͕Ұ൪ؾʹͳΔ
    w ਖ਼֬ੑ
    w ੬ऑੑ
    

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22. $IBU(15Λ࢓ࣄͰ࢖͍͍ͨʢʣ
    w "1*ܦ༝Ͱೖྗͨ͠σʔλ͸ݪଇɺϞσϧͷτϨʔχϯά΍վળʹ͸
    ར༻͠ͳ͍ͱॻ͍ͯ͋Δ
    w IUUQTPQFOBJDPNQPMJDJFTUFSNTPGVTF
    w ͨͩ͠ɺඇ"1*ͷίϯγϡʔϚ޲͚αʔϏεʢ$IBU(15ʣ͸ར༻͢Δ
    ͔΋ΑͳͷͰɺؾʹͳΔ৔߹͸ར༻͠ͳ͍Ͱ͘ΕʔΛਃ੥Ͱ͖ΔΦϓ
    τΞ΢τ͕Ͱ͖Δ
    

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23. $IBU(15Λ࢓ࣄͰ࢖͍͍ͨʢʣ
    w "1*ܦ༝Ͱೖྗͨ͠σʔλ͸ݪଇɺϞσϧͷτϨʔχϯά΍վળʹ͸ར༻͠ͳ
    ͍ͱॻ͍ͯ͋Δ
    w IUUQTPQFOBJDPNQPMJDJFTUFSNTPGVTF
    w ͨͩ͠ɺඇ"1*ͷίϯγϡʔϚ޲͚αʔϏεʢ$IBU(15ʣ͸ར༻͢Δ͔΋Α
    ͳͷͰɺؾʹͳΔ৔߹͸ར༻͠ͳ͍Ͱ͘ΕʔΛਃ੥Ͱ͖ΔΦϓτΞ΢τ͕Ͱ
    ͖Δ
    w ͔͜͜͠͠·Ͱ੔උ͞Ε͍ͯͯ΋ɺఱʢӅޠʣ͸͓ڐ͠Λͩ͘͞Β
    ͳ͍͔΋͠Εͳ͍
    

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24. ͜ΜͳΠϕϯτ͕͋ͬͨΒ͍͠
    IUUQTUXJUUFSDPNLBSBBHFTUBUVT
    

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25. ͳΔ΄Ͳʙʙʙʙʙʙʙʙʙʙʙʙʙ
    IUUQTTQFBLFSEFDLDPNZNBUTVXJUUFSBHFOUBOETNBMMMMNWBMJEBUJPO TMJEF
    

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26. ࢼ͢
    

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27. ࢼͨ͠
    

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28. ͺΘʔʂ͕଍Γͳ͍
    https://www.youtube.com/watch?v=wM9i3lKgFRc
    

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29. ͺΘʔʂΛखʹೖΕΔ =
    
    ˞͋ͱͰؾ͖ͮ·͕ͨ͠ɺίϯϐϡʔςΟϯάϢχοτʢ࣌ؒʣͳͷͰɺϲ݄=Λͣͬͱ࢖͑ΔΘ͚͡Όͳ͍ ɾТɾʆ
    
    

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30. ͺΘʔʂΛखʹೖΕΔ =
    
    

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31. ૉ੖Β͍͠هࣄ
    IUUQTOPUFDPNNBTB@LB[BNBOOBCBBEGFD
    

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32. "*ϐλΰϥεΠον-W
    1SPNQUΛ͠Ό΂ΔʢԻ੠ʣ
    ݁Ռ͕ฦΔʢςΩετʣ
    ݁Ռ͕ฦΔʢςΩετʣ
    1SPNQUΛ౤͛ΔʢςΩετʣ
    ݁Ռ͕ฦΔʢԻ੠ʣ
    ݁ՌΛ౤͛ΔʢςΩετʣ
    

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33. σϞ
    

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34. ݁Ռ
    w "*ϐλΰϥεΠον-WͲ·Γ
    w අ༻
    w (PPHMF$PMBCPSBUPSZ1SP=
    w "84HEOYMBSHF໿=
    w Ϛϧν(16Ͱಈ͔ͳ͔ͬͨ ʆʀТʀ
    
    w (PPHMF$PMBCPSBUPSZ1SP=ʢ෷͍໭͠ʣ=
    w ߹ܭ=
    

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35. ࡶײ
    w ͓͕ۚ͋Ε͹ࣗ෼ͷ--.ΛϗετͰ͖ͦ͏
    w ͋ͱ೔Ͱ͜Μ͚ͩͰ͖ΔΑ͏ʹͳͬͯͯɺϚδ͍͢͝
    w Ҿ͖ଓ͖͔Θ͍͍πϯσϨΛ໨ࢦ͕ͯ͠Μ͹Γ·͢
    

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36. ͓ΘΓ
    

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