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ファンのための Creator-in-the-loop / Creator-in-the-lo...

Hirosaji
November 05, 2022

ファンのための Creator-in-the-loop / Creator-in-the-loop for fans

2dml 第2回創作+機械学習LT会 (2022/11/5) @Hirosaji @Hirosaji_draw
https://connpass.com/event/262846/
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Title (English): Creator-in-the-loop for fans

Hirosaji

November 05, 2022
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  1. *OQVU 0VUQVU 5SBJOEBUB $SFBUPS ·ͨɺੜ੒݁ՌΛՃ޻ͨ͠ஶ࡞෺͸ΫϦΤΠλʔʹൃੜ͠ɺ௥Ճֶशʹ࢖͏͔͸ΫϦΤΠλʔʹҕͶΒΕΔɻ $SFBUPSJOUIFMPPQʢʣ ʷ -FBSOFS *IBWFஶ࡞ݖʂ ʁ

    Creator-in-the-loopʢCITLʣͱ͸ .PEFM ੜ ੒ ͦͯ͠௥Ճֶश͢Δ͔൱͔͸ɺஶ࡞ݖΛ࣋ͭΫϦΤΠλʔͷ൑அʹҕͶΒΕΔɻ l.JEKPVSOFZɺ4UBCMF%J ff VTJPOɺNJNJDͳͲͷը૾ࣗಈੜ੒"*ͱஶ࡞ݖ֟পଠҰc4503*"๏཯ࣄ຿ॴʢʣlΑΓ
  2. *OQVU 0VUQVU 5SBJOEBUB $SFBUPS ૑࡞෺Λ௥Ճֶशʹճ͢ϝϦοτ͕ΫϦΤΠλʔʹͳ͚Ε͹ɺϞσϧΛΞοϓσʔτͯ͠΋Β͑ͳ͍͔΋ɻ $SFBUPSJOUIFMPPQʢJGʣ ʷ -FBSOFS 0VUFS-FBSOFS *IBWFஶ࡞ݖʂ

    Creator-in-the-loopʢCITLʣͱ͸ .PEFM ੜ ੒ ΋͔͢͠ΔͱϧʔϓΛճͣ͞ɺผͷϞσϧͷֶशʹ࢖ΘΕͯ͠·͏͔΋͠Εͳ͍ɻ ʷ ΫϦΤΠλʔଆʹϝϦοτ͕ແ͚Ε͹ $SFBUPSJOUIFMPPQ͸੒ཱ͠ͳ͍ 🥲
  3. *OQVU 0VUQVU 5SBJOEBUB $SFBUPS ૑࡞෺Λ௥Ճֶशʹճ͢ϝϦοτ͕ΫϦΤΠλʔʹͳ͚Ε͹ɺϞσϧΛΞοϓσʔτͯ͠΋Β͑ͳ͍͔΋ɻ $SFBUPSJOUIFMPPQʢJGʣ ʷ -FBSOFS 0VUFS-FBSOFS *IBWFஶ࡞ݖʂ

    Creator-in-the-loopʢCITLʣͱ͸ .PEFM ੜ ੒ ΋͔͢͠ΔͱϧʔϓΛճͣ͞ɺผͷϞσϧͷֶशʹ࢖ΘΕͯ͠·͏͔΋͠Εͳ͍ɻ ʷ ϞσϧΛӡ༻͢ΔϓϥοτϑΥʔϜͷΠϯηϯςΟϒઃܭ͕࢝·Δ "EPCF͕ࢀೖ༧ࠂ 0QFO"*͕ۀ຿ఏܞ
  4. *OQVU 0VUQVU 5SBJOEBUB $SFBUPS ૑࡞෺Λ௥Ճֶशʹճ͢ϝϦοτ͕ΫϦΤΠλʔʹͳ͚Ε͹ɺϞσϧΛΞοϓσʔτͯ͠΋Β͑ͳ͍͔΋ɻ $SFBUPSJOUIFMPPQʢJGʣ ʷ -FBSOFS 0VUFS-FBSOFS *IBWFஶ࡞ݖʂ

    Creator-in-the-loopʢCITLʣͱ͸ .PEFM ੜ ੒ ΋͔͢͠ΔͱϧʔϓΛճͣ͞ɺผͷϞσϧͷֶशʹ࢖ΘΕͯ͠·͏͔΋͠Εͳ͍ɻ ʷ اۀͷϏδωεϞσϧ࿦૪͸͜Ε͔Β ҰํͰΫϦΤΠλʔͨͪ͸ࠓʜʁ 🤔
  5. Ճචೳྗ͸ඇৗʹ༏Ε͍ͯΔ΋ͷͷɺϑΝϯ͸ΠϥετͷϕʔεΛඳ͘ೳྗ΋ؚΊͯظ଴ɾධՁ͍ͯͨ͠ɻ ൷൑͢Δਓͷ৺ཧ ظ଴ͱ࣮ଶͷဃ཭ʹɺཪ੾ΓΛײͨ͡ Ճ ච ޙ ਓ ͕ ௐ ੔

    ՃචલͷΠϥετࠐΈͰ ඳ͚ΔΠϥετϨʔλʔͩͱ ظ଴ͯͨ͠ʂཪ੾ΒΕͨʂʂ Ճ ච લ ɹ Ͱ ੜ ੒ "* ϑΝϯ৺ཧͷҰྫ l͋ͳͨΛԠԉͨ͘͠ͳΔͭͷཁҼͱ͸ʁਐԽ৺ཧֶͰߟ࡯Ṗ෦͑Ήc/PUFʢʣlଞΑΓ
  6. Ճචೳྗ͸ඇৗʹ༏Ε͍ͯΔ΋ͷͷɺϑΝϯ͸ΠϥετͷϕʔεΛඳ͘ೳྗ΋ؚΊͯظ଴ɾධՁ͍ͯͨ͠ɻ ൷൑͢Δਓͷ৺ཧ ظ଴ͱ࣮ଶͷဃ཭ʹɺཪ੾ΓΛײͨ͡ Ճ ච ޙ ਓ ͕ ௐ ੔

    ՃචલͷΠϥετࠐΈͰ ඳ͚ΔΠϥετϨʔλʔͩͱ ظ଴ͯͨ͠ʂཪ੾ΒΕͨʂʂ Ճ ච લ ɹ Ͱ ੜ ੒ "* ϑΝϯ৺ཧͷҰྫ l͋ͳͨΛԠԉͨ͘͠ͳΔͭͷཁҼͱ͸ʁਐԽ৺ཧֶͰߟ࡯Ṗ෦͑Ήc/PUFʢʣlଞΑΓ ੜ੒"*Λ͏·͘૑࡞ʹऔΓೖΕΔͨΊʹ͸ ϑΝϯͷ৺ཧΛ஌Δඞཁ͕͋Δ 🥲
  7. ͔͠͠ɺ༏Ε͍ͯͨͱࢥ͏৚݅Λຬͨ͞ͳ͍͜ͱ͕Θ͔Δͱɺώτ͸ཪ੾ΒΕͨͱײͯ͡͠·͏ɻ ϑΝϯ͸ࣗ෼ͷͨΊʹɺಌΕͷਓΛࢧԉ͢Δʢʣ ༏Εͨਓͱ ઀఺Λ࣋ͭͱʜ ࢤ޲͕ࣅͨ஥͕ؒݟ͔ͭΔ ϩʔϧϞσϧʹͰ͖Δ ʜ º º º

    º ظ଴ͨ͠z༏Εͨਓzͷલఏ่͕ΕΔͱɺཪ੾ΒΕͨͱײ͡Δ l͋ͳͨΛԠԉͨ͘͠ͳΔͭͷཁҼͱ͸ʁਐԽ৺ཧֶͰߟ࡯Ṗ෦͑Ήc/PUFʢʣlଞΑΓ ϑΝϯͷਂ૚৺ཧ -ੑઓུฤ- ௚઀తͳݟฦΓ͕໯͑Δ
  8. ͔͠͠ɺ༏Ε͍ͯͨͱࢥ͏৚݅Λຬͨ͞ͳ͍͜ͱ͕Θ͔Δͱɺώτ͸ཪ੾ΒΕͨͱײͯ͡͠·͏ɻ ϑΝϯ͸ࣗ෼ͷͨΊʹɺಌΕͷਓΛࢧԉ͢Δ ༏Εͨਓͱ ઀఺Λ࣋ͭͱʜ ࢤ޲͕ࣅͨ஥͕ؒݟ͔ͭΔ ϩʔϧϞσϧʹͰ͖Δ ʜ º º º

    º ظ଴ͨ͠z༏Εͨਓzͷલఏ่͕ΕΔͱɺཪ੾ΒΕͨͱײ͡Δ l͋ͳͨΛԠԉͨ͘͠ͳΔͭͷཁҼͱ͸ʁਐԽ৺ཧֶͰߟ࡯Ṗ෦͑Ήc/PUFʢʣlଞΑΓ ϑΝϯͷਂ૚৺ཧ -ੑઓུฤ- ௚઀తͳݟฦΓ͕໯͑Δ ΫϦΤΠλʔ͸ࣗ෼ͷελΠϧΛ ֮ࣗ͠ɺϑΝϯʹެද͠ɺ࡞඼ʹ൓ө͢΂͖ 🧐 ʢࢤ޲΍ೳྗʣ ͋͘·Ͱ΋ ԾઆͶ
  9. Ϧ σ β Π ϯ ͕ ඞ ਢ Ճ͑ͯɺࣗ෼ͷελΠϧʹ߹͏ग़ྗ݁ՌΛݟ͚ͭग़͢ͷ΋େมɻΫϦΤΠλʔͷ؟Ͱͷ൑அ͕ඞਢɻ ੜ੒AIͰɺϑΝϯ͕تͿ࡞඼Λ੍࡞͢ΔͨΊʹ

    3PVHITLFUDI 1SPNQU 0VUQVU .PEFM 0QUJPOT 0QUJPOT 0VUQVU 0VUQVU 0VUQVU ʜ 0SJHJOBM "SU ͜ͷΨνϟ͕େม ࣗ෼ͷελΠϧʹ߹͏ ग़ྗ݁ՌΛબͼग़͢ ੜ੒"*Λ༻੍͍ͨ࡞ϑϩʔ
  10. Ϧ σ β Π ϯ ͕ ඞ ਢ Ճ͑ͯɺࣗ෼ͷελΠϧʹ߹͏ग़ྗ݁ՌΛݟ͚ͭग़͢ͷ΋େมɻΫϦΤΠλʔͷ؟Ͱͷ൑அ͕ඞਢɻ ࣗಈੜ੒AIͰɺϑΝϯ͕تͿ࡞඼Λ੍࡞͢Δ

    3PVHITLFUDI 1SPNQU 0VUQVU .PEFM 0QUJPOT 0QUJPOT 0VUQVU 0VUQVU 0VUQVU ʜ 0SJHJOBM "SU ͜ͷΨνϟ͕େม ࣗ෼ͷελΠϧʹ߹͏ ग़ྗ݁ՌΛબͼग़͢ ੜ੒"*Λ༻੍͍ͨ࡞ϑϩʔ ੜ੒ΨνϟͰޮ཰తʹ ελΠϧʹ߹͏ग़ྗΛҾ͖౰ͯΔʹ͸ʜ 🤔
  11. 1SPNQUʢढจʣͷ๏ଇΛ஌Δ͜ͱ͸ɺظ଴͢Δग़ྗΛಘΔͨΊͷୈҰาɻJJͱ૊Έ߹ΘͤΔͷ΋ྑ͖ɻ 3PVHITLFUDI 1SPNQU 0VUQVU .PEFM 0QUJPOT 0QUJPOT 0VUQVU 0VUQVU 0VUQVU

    ʜ 1SPNQUͷ๏ଇΛ୳Δ ݩૉ๏యͳͲ ɾ͙͢ʹ࣮ફͰ͖Δ ɾઐ໳ੑ͕ෆཁ ɾ஌ࣝͷମܥԽ͕ࠔ೉ ɾϞσϧ΍ख๏ͷมԽʹऑ͍ ढจʗຐಋॻ ͷ։ൃ Ϟσϧ࠶ߏங ΍௥Ճֶश ੜ੒݁Ռͷ ධՁʗ൑ผ ϝϦοτɿ σϝϦοτɿ ੜ੒ΨνϟͰظ଴ͷ݁ՌΛಘΔ̏ͭͷํ਑ᶃɿprompt୳ࡧ
  12. ࣗ෼ͷֆฑ΍ը෩ΛϞσϧʹֶशͤ͞Δͷ΋༗ޮɻଞͷΫϦΤΠλʔͱͷࠩผԽ΋Ͱ͖ͯɺݱঢ়࠷΋࣮༻తɻ ֶशσʔλΛ௥Ճ͢Δ %SFBN#PPUIͳͲ ɾελΠϧΛҰ؏Ͱ͖Δ ɾଞऀͱࠩผԽͰ͖Δ ɾ௥Ճσʔλ͕ඞཁ ɾϞσϧ΍ख๏ͷมߋ͕େม 3PVHITLFUDI 1SPNQU 0VUQVU

    .PEFM 0QUJPOT 0QUJPOT 0VUQVU 0VUQVU 0VUQVU ʜ ढจʗຐಋॻ ͷ։ൃ Ϟσϧ࠶ߏங ΍௥Ճֶश ੜ੒݁Ռͷ ධՁʗ൑ผ ϝϦοτɿ σϝϦοτɿ ੜ੒ΨνϟͰظ଴ͷ݁ՌΛಘΔ̏ͭͷํ਑ᶄɿಠࣗϞσϧߏங
  13. ੜ੒݁ՌͷϑΟϧλϦϯάͰɺࣄલʹܾΊͨ৚݅ʹग़ྗΛߜΔ  ͷ΋༗ޮɻ໌֬ʹ৚͕ܾ݅·͍ͬͯΔࡍʹɻ ࢦఆͨ͠ελΠϧ͕ ग़Δ·ͰࣗಈϦηϚϥ ϝϦοτɿ ɾϞσϧ΍ख๏ͷมߋʹڧ͍ ɾ໌ࣔతʹ৚݅ΛݻఆͰ͖Δ σϝϦοτɿ ɾ࣮૷͕ͪΐ͍େม

    ɾ੍࡞෺ͷઐ໳஌͕ࣝඞཁ 3PVHITLFUDI 1SPNQU 0VUQVU .PEFM 0QUJPOT 0QUJPOT 0VUQVU 0VUQVU 0VUQVU ʜ ढจʗຐಋॻ ͷ։ൃ Ϟσϧ࠶ߏங ΍௥Ճֶश ੜ੒݁Ռͷ ධՁʗ൑ผ ੜ੒ΨνϟͰظ଴ͷ݁ՌΛಘΔ̏ͭͷํ਑ᶅɿߜΓࠐΈػೳ
  14. FY ΫϦΤΠλʔʹ߹Θͤͨ ढจͷਪનػೳ Ҏ্ɺ̏ͭʹ੔ཧͨ͠ํ਑ΛϞσϧӡ༻ଆ͕ࢧԉ͢Ε͹ɺ࡞඼Λֶश͢ΔϞνϕ͕Ͱ͖ͯɺ$*5-͕ճΔ͔΋ɻ ͜ΕΒΛϞσϧӡ༻ଆ͕༻ҙ͢Ε͹ CITL ͸ཱ֬Ͱ͖Δ͔΋…ʁ 3PVHITLFUDI 1SPNQU 0VUQVU

    .PEFM 0QUJPOT 0QUJPOT 0VUQVU 0VUQVU 0VUQVU ʜ ढจʗຐಋॻ ͷ։ൃ Ϟσϧ࠶ߏங ΍௥Ճֶश ੜ੒݁Ռͷ ධՁʗ൑ผ FY ΫϦΤΠλʔઐ༻ͷϞσϧߏஙิॿ FY ΫϦΤΠλʔʹ߹Θͤͨ ࣗಈϦηϚϥͷਪનػೳ
  15. Ҏ্ɺ͝੩ௌ͋Γ͕ͱ͏͍͟͝·ͨ͠ɻ SFGFSFODF  Thank you! • ͋ͳͨΛԠԉͨ͘͠ͳΔ5ͭͷཁҼͱ͸ʁ ਐԽ৺ཧֶͰߟ࡯ - Ṗ෦͑Ή

    | Noteʢ2018ʣ
 https://note.com/nasobem/n/n628306e0e6e5 • ϓϩ໺ٿϑΝϯʹؔ͢Δݚڀ(V) : ϑΝϯ৺ཧɺԠԉߦಈɺ͓Αͼूஂॴଐҙࣝͷߏ଄
 - ޿୔ढ़फΒ | ؔ੢ࠃࡍେֶ஍Ҭݚڀॴ૓ॻʢ2006ʣ • ফඅࢿຊओٛ!: ݟͤͼΒ͔͠ͷਐԽ৺ཧֶ - δΣϑϦʔ ϛϥʔ | Ⴛ૲ॻ๪ʢ2017ʣ • ਐԽ৺ཧֶ͔Βߟ͑ΔϗϞαϐΤϯε Ұສ೥มԽ͠ͳ͍Ձ஋؍ - ΞϥϯɾSɾϛϥʔ | ύϯϩʔϦϯάʢ2019ʣ • Renovating the pyramid of needs: Contemporary extensions built upon ancient foundations. - Kenrick, D. T. | Perspectives on psychological scienceʢ2010ʣ
  16. • ʮϫϯμϧνΞʯʢ@Wander00317ʣ͞ΜͷπΠʔτ | Twitter
 https://twitter.com/Wander00317/status/1579796209593888768 • ʮͻΒ͡ʯʢ@hirazisoraʣ͞ΜͷπΠʔτ | Twitter
 https://twitter.com/hirazisora/status/1582568479366197249

    Ҏ্ɺ͝੩ௌ͋Γ͕ͱ͏͍͟͝·ͨ͠ɻ SFGFSFODF  Thank you! • ʮ৺ॹ φπʯʢ@kokoroonatsuʣ͞ΜͷπΠʔτ | Twitter
 https://twitter.com/kokoroonatsu/status/1582228724304744448 • ʮ·ͬ͘͢ʯʢ@minux302ʣ͞ΜͷπΠʔτ | Twitter
 https://twitter.com/minux302/status/1581909578567950336
 https://twitter.com/minux302/status/1581235884363780096