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AIでピタゴラスイッチ
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Aipa
April 11, 2023
Technology
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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/
Aipa
April 11, 2023
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Transcript
"*ͰϐλΰϥεΠον ʲԭೄʳ$IBU(15ʹ͍ͭͯޠΖ͏ձʂॳ৺ऀ0,ʂ BJQBDPNNBOEFS!ಹ
ࣗݾհ w ΞΠύʔୂͱ͍͍·͢ !BJQBDPNNBOEFS w $#DMPVEגࣜձࣾͰಇ͍͍ͯ·͢ w ࠺ͱࢠೋਓͱݘඖͱೣඖͰ΄΅ຖ8FMDPNFUPΑ͏ͦ͜͡Όͺ Γͺʔ͘ࠓυολϯόολϯେ૽͍͗ͯ͠·͢
w ʢࠓʣϑϩϯτΤϯδχΞͰ͢ʂ
એࠓΓ·͢ʂʢʣ IUUQT fl VUUFSPLJOBXBDPOOQBTTDPNFWFOU
"*ϐλΰϥεΠον35" ʙ͓લʢͰʣ͍ͭ͘࿈ܞͰ͖Δ͔ʙ
ϨΪϡϨʔγϣϯ w ͰͲΕ͙Β͍ܨ͛ΒΕΔ͔ʢࣄɾɾɾʁʣ w අ༻࠷খԽ͍ͯͩ͘͠͞
"*ϐλΰϥεΠον 1SPNQUΛॻ͘ ݁Ռ͕ฦΔ
"*ϐλΰϥεΠον-W w ϐλΰϥεΠον͡Όͳ͍ʙ'JOʙ w ͰΈΜͳ͜͏͍͏ߏͰී௨͏ͣ w ໘ന͘ͳ͍ͷͰͬͱͭͳ͛ͯΈ͍ͨ
"*ϐλΰϥεΠον-W 1SPNQUΛ͠ΌΔʢԻʣ ݁Ռ͕ฦΔʢςΩετʣ ݁Ռ͕ฦΔʢςΩετʣ 1SPNQUΛ͛ΔʢςΩετʣ
"*ϐλΰϥεΠον-W w (PPHMF$PMBCPSBUPSZ8IJTQFSΛಋೖͨ͠ w 8IJTQFSʢ0QFO"*ʣԻΛจࣈى͜͠ʢςΩετԽʣͰ͖Δͨ Ίɺ1SPNQUΛԻͰೖྗ͢Δ͜ͱ͕Ͱ͖Δ w ՝ۚͯ͠"1*ར༻Ͱ͖Δ͕ɺϞσϧ͍͔ͭ͘ެ։͞Ε͓ͯ Γɺͭ044ͳͷͰࣗͰϗετՄೳ w
(PPHMF$PMBCPSBUPSZڥߏஙෆཁˍ(16͕͑ΔڥΛ(PPHMF ΞΧϯτ͕͋ΕແྉͰར༻Ͱ͖ΔͳαʔϏε
"*ϐλΰϥεΠον-Wʢ՝ʣ 1SPNQUΛ͠ΌΔʢԻʣ ݁Ռ͕ฦΔʢςΩετʣ ݁Ռ͕ฦΔʢςΩετʣ 1SPNQUΛ͛ΔʢςΩετʣ ֎෦͔Β)551ͰΓऔΓ ͢ΔͨΊʹɺ"1*Խ͕ඞཁ "1*Խͯ͠$PMBCP୯ମ
Ͱ֎෦ެ։͕Ͱ͖ͳ͍
'MBTLOHSPL w 'MBTL1ZUIPOͷܰྔ8FC"1* ϑϨʔϜϫʔΫ w OHSPLɺϩʔΧϧͰཱͯͨ8FC αʔόΛ҆શʹ֎෦ެ։Ͱ͖ΔṖ ςΫϊϩδʔʢ͋Μ·ΓΑ͘Θ ͔͍ͬͯͳ͍ʣ
"*ϐλΰϥεΠον-W 1SPNQUΛ͠ΌΔʢԻʣ ݁Ռ͕ฦΔʢςΩετʣ ݁Ռ͕ฦΔʢςΩετʣ 1SPNQUΛ͛ΔʢςΩετʣ
"*ϐλΰϥεΠον-W w 'MBTLͱOHSPLΛ͏͜ͱͰɺ$PMBCP্ͷ8IJTQFSΛެ։͢Δ͜ͱ͕ Ͱ͖ͨ w (16͍ͬͯΔͷͰαΫαΫจࣈى͜͠͞ΕΔ w 8IJTQFS͍͢͝
"*ϐλΰϥεΠον-W w 'MBTLͱOHSPLΛ͏͜ͱͰɺ$PMBCP্ͷ8IJTQFSΛެ։͢Δ͜ͱ͕ Ͱ͖ͨ w (16͍ͬͯΔͷͰαΫαΫจࣈى͜͠͞ΕΔ w 8IJTQFS͍͢͝ w ͬͱͭͳ͛ͯΈ͍ͨ
"*ϐλΰϥεΠον-W 1SPNQUΛ͠ΌΔʢԻʣ ݁Ռ͕ฦΔʢςΩετʣ ݁Ռ͕ฦΔʢςΩετʣ 1SPNQUΛ͛ΔʢςΩετʣ ݁Ռ͕ฦΔʢԻʣ ݁ՌΛ͛ΔʢςΩετʣ
"*ϐλΰϥεΠον-W w 70*$&709ແྉͰར༻Ͱ͖ΔςΩετಡΈ্͛ιϑτΣΞ w 6*ɺΤϯδϯʢ"1*ؚΉʣɺίΞ͕ผΕ͍ͯͯखΛೖΕ͍͢ w Կ໊ʢʁʣ͔ͷΩϟϥΫλʔϘΠεΛબͰ͖ΔʢͷͰָ͍͠ʣ w %PDLFSJNBHF͕ެ։͞Ε͍ͯΔͷͰɺαΫοͱ"1*Λར༻Ͱ͖Δ w
1SPNQUΛԻͰൃͯ͠ɺ͔Θ͍͍ΩϟϥͷͰฦΔΑ͏ʹͳͬͨ
"*ϐλΰϥεΠον-W w 70*$&709ແྉͰར༻Ͱ͖ΔςΩετಡΈ্͛ιϑτΣΞ w 6*ɺΤϯδϯʢ"1*ؚΉʣɺίΞ͕ผΕ͍ͯͯखΛೖΕ͍͢ w Կ໊ʢʁʣ͔ͷΩϟϥΫλʔϘΠεΛબͰ͖ΔʢͷͰָ͍͠ʣ w %PDLFSJNBHF͕ެ։͞Ε͍ͯΔͷͰɺαΫοͱ"1*Λར༻Ͱ͖Δ w
1SPNQUΛԻͰൃͯ͠ɺ͔Θ͍͍ΩϟϥͷͰฦΔΑ͏ʹͳͬͨ w ͬͱͬͱͭͳ͛ͯΈ͍ͨ
"*ϐλΰϥεΠον-Wʢະୡʣ 1SPNQUΛ͠ΌΔʢԻʣ ݁Ռ͕ฦΔʢςΩετʣ ݁Ռ͕ฦΔʢςΩετʣ 1SPNQUΛ͛ΔʢςΩετʣ ݁Ռ͕ฦΔʢԻʣ ݁ՌΛ͛ΔʢςΩετʣ Ωϟϥ͕͑ͯ͘ΕΔ
"*ϐλΰϥεΠον-W w 6OJUZͱެ։1BDLBHF%ϞσϧʢΩϟϥΫλʔʣΛͬͯɺΩϟϥ ͱձ͍ͯ͠ΔΑ͏ͳମݧ͕Ͱ͖Δʢͱࢥͬͨʣ w 5XJUUFSͰݕࡧ͍ͯ͠Δͱ݁ߏΈΜͳͬͯΔײ͡ w ͙Β͍ʹࢼ͕ͨ͠ɺޱύΫ͕͏·͘ಈ͔ͣʹఘΊͨ
ୈҰ෦
$IBU(15ΛࣄͰ͍͍ͨʢʣ w ࣄۀʹΈࠐΉͳΒ"1*ʢ༗ྉʣͷར༻͕ඞཁ w ηΩϡϦςΟ؍ w ใ࿙͍͑ˠ͜Ε͕Ұ൪ؾʹͳΔ w ਖ਼֬ੑ w
੬ऑੑ
$IBU(15ΛࣄͰ͍͍ͨʢʣ w "1*ܦ༝Ͱೖྗͨ͠σʔλݪଇɺϞσϧͷτϨʔχϯάվળʹ ར༻͠ͳ͍ͱॻ͍ͯ͋Δ w IUUQTPQFOBJDPNQPMJDJFTUFSNTPGVTF w ͨͩ͠ɺඇ"1*ͷίϯγϡʔϚ͚αʔϏεʢ$IBU(15ʣར༻͢Δ ͔ΑͳͷͰɺؾʹͳΔ߹ར༻͠ͳ͍Ͱ͘ΕʔΛਃͰ͖ΔΦϓ τΞτ͕Ͱ͖Δ
$IBU(15ΛࣄͰ͍͍ͨʢʣ w "1*ܦ༝Ͱೖྗͨ͠σʔλݪଇɺϞσϧͷτϨʔχϯάվળʹར༻͠ͳ ͍ͱॻ͍ͯ͋Δ w IUUQTPQFOBJDPNQPMJDJFTUFSNTPGVTF w ͨͩ͠ɺඇ"1*ͷίϯγϡʔϚ͚αʔϏεʢ$IBU(15ʣར༻͢Δ͔Α ͳͷͰɺؾʹͳΔ߹ར༻͠ͳ͍Ͱ͘ΕʔΛਃͰ͖ΔΦϓτΞτ͕Ͱ ͖Δ
w ͔͜͜͠͠·Ͱඋ͞Ε͍ͯͯɺఱʢӅޠʣ͓ڐ͠Λͩ͘͞Β ͳ͍͔͠Εͳ͍
͜ΜͳΠϕϯτ͕͋ͬͨΒ͍͠ IUUQTUXJUUFSDPNLBSBBHFTUBUVT
ͳΔ΄Ͳʙʙʙʙʙʙʙʙʙʙʙʙʙ IUUQTTQFBLFSEFDLDPNZNBUTVXJUUFSBHFOUBOETNBMMMMNWBMJEBUJPO TMJEF
ࢼ͢
ࢼͨ͠
ͺΘʔʂ͕Γͳ͍ https://www.youtube.com/watch?v=wM9i3lKgFRc
ͺΘʔʂΛखʹೖΕΔ = ˞͋ͱͰؾ͖ͮ·͕ͨ͠ɺίϯϐϡʔςΟϯάϢχοτʢ࣌ؒʣͳͷͰɺϲ݄=Λͣͬͱ͑ΔΘ͚͡Όͳ͍ ɾТɾʆ
ͺΘʔʂΛखʹೖΕΔ =
ૉΒ͍͠هࣄ IUUQTOPUFDPNNBTB@LB[BNBOOBCBBEGFD
"*ϐλΰϥεΠον-W 1SPNQUΛ͠ΌΔʢԻʣ ݁Ռ͕ฦΔʢςΩετʣ ݁Ռ͕ฦΔʢςΩετʣ 1SPNQUΛ͛ΔʢςΩετʣ ݁Ռ͕ฦΔʢԻʣ ݁ՌΛ͛ΔʢςΩετʣ
σϞ
݁Ռ w "*ϐλΰϥεΠον-WͲ·Γ w අ༻ w (PPHMF$PMBCPSBUPSZ1SP= w "84HEOYMBSHF= w
Ϛϧν(16Ͱಈ͔ͳ͔ͬͨ ʆʀТʀ w (PPHMF$PMBCPSBUPSZ1SP =ʢ͍͠ʣ = w ߹ܭ=
ࡶײ w ͓͕ۚ͋Εࣗͷ--.ΛϗετͰ͖ͦ͏ w ͋ͱͰ͜Μ͚ͩͰ͖ΔΑ͏ʹͳͬͯͯɺϚδ͍͢͝ w Ҿ͖ଓ͖͔Θ͍͍πϯσϨΛࢦ͕ͯ͠ΜΓ·͢
͓ΘΓ