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K-Ruby-22-try-using-GAN

0b2426ff15397042caa863cc7965c091?s=47 Yuta Kurotaki
March 25, 2019
Research
2
200

 K-Ruby-22-try-using-GAN

2019/03/25 K-Ruby#22
GMOペパボ鹿児島オフィス
自由研究: GANを活用した新しいアイテム作成体験を考えていく

0b2426ff15397042caa863cc7965c091?s=128

Yuta Kurotaki

March 25, 2019
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Transcript

  1. ("/Λ׆༻ͨ͠৽͍͠ΞΠςϜ࡞੒ମݧΛߟ͍͑ͯ͘ ࠇ୍༔ଠ :VUB,VSPUBLJ  ,3VCZ ࣗ༝ݚڀ

  2. )VNBO$PNQVUFS*OUFSBDUJPO3FTFBSDIFS ࠇ୍༔ଠ!LVSPUBLZ 46;63*ࣄۀ෦ςΫχΧϧϦʔυ

  3. ࣗݾ঺հ ೥݄ΑΓ(.0ϖύϘגࣜձࣾʹͯιϑτ΢ΣΞΤϯδχΞͱͯ͠ෳ਺ͷ8FCαʔ Ϗεͷ։ൃΛ୲౰ɺݱࡏ͸ςΫχΧϧϦʔυͱͯ͠46;63*ͱ46;63*1FPQMFͷ։ൃ ͓ΑͼΤϯδχΞϦϯά૊৫ͷϚωʔδϝϯτΛߦ͍ͬͯΔɻ ϖύϘʹೖࣾͯ͠3VCZΛ࢖͍͸͡Ίͯϓϩάϥϛϯάָ͍ͬͯ͠ࢥ͖ͬͯͨਓͰ͢ʂ  5XJUUFS!LVSPUBLZ  'BDFCPPLLVSPUBLZ 

    (JU)VCLVSPUBLZ

  4. ٕज़ॻయ .4UBDLೖ໳ʹؔ͢ΔຊΛ ϖύϘ.BLF෦ͷΈΜͳͰॻ͖·ͨ͠

  5. 46;63* IUUQTTV[VSJKQ

  6. None

  7. ࣛࣇౡΦϑΟε01&/

  8. ΤϯδχΞ໊͕ࣛࣇౡΦϑΟεʹདྷ·͢ w݄೔͔ΒࣛࣇౡΦϑΟεʹདྷ·͢ʂ w,3VCZʹࢀՃ͢Δ༧ఆͳͷͰΑΖ͓͘͠Ͷ͕͍͠·͢ʂ w!IBZBQJͱ!LFOLFO ݄຤·Ͱ౦ژͰݚम͍ͯ͠·͢

  9. ࣗ༝ݚڀ

  10. ࣗ༝ݚڀ w)$*3FTFBSDIFSͱͯ͠ͷ׆ಈΛ։࢝ wਓͱίϯϐϡʔλݱ࣮ੈքͱͷؔ܎ʹ͍ͭͯߟ͑Δͧʂ wݚڀ։ൃͬΆ͍͜ͱΛগͣͭ͠΍͍ͬͯ͜͏ wlը૾ΛຕΞοϓ͢Δ͚ͩzΛٙͬͯΈΔ

  11. ਓ͕ؒը૾ΛΞοϓϩʔυ͠ͳ͍Ͱ ঎඼Λ࡞Δʹ͸ʁ

  12. None

  13. ը૾Λࣗಈੜ੒ͯ͠ΈΔ

  14. Πϝʔδ 46;63*"1*ܦ༝ͰΞΠςϜ࡞੒  l೜ऀεϦεϦ܅zͱ͍͏Ωʔϫʔυೖྗ l೜ऀεϦεϦ܅zͰը૾ݕࡧ ݕࡧ݁Ռͷը૾Λ5SBJOJOH4FUʹͯ͠ ("/Ͱը૾ੜ੒ l೜ऀεϦεϦ܅z ը૾ΛOຕऔಘɺֶश༻ʹDPOWFSU͢Δ

  15. ("/ (FOFSBUJWF"EWFSTBSJBM/FUXPSLT wఢରతੜ੒ωοτϫʔΫ wࠓճ͸%$("/ %FFQ$POWPMVUJPOBM("/ Λ࢖༻͢Δ *NBHFIUUQTNFEJVNDPNNMFWFSZUIJOHHFOFSBUJOHMFUUFSTVTJOHHFOFSBUJWFBEWFSTBSJBMOFUXPSLTHBOTCCFD %$("/("/ʹରͯ͠৞ΈࠐΈχϡʔϥϧωοτϫʔΫΛద༻͠ɺ͏·ֶ͘श͕੒ཱ͢ΔΑ͏ͳ΋ͷ

  16. ࣮ݧ w(PPHMFը૾ݕࡧͰ೜ऀεϦεϦ܅ͷը૾Λμ΢ϯϩʔυͯ͘͠Δ wຕͷը૾Λ5SBJOJOH4FUͰ༩͑ɺ("/Λ࢖ͬͯը૾Λੜ੒͢Δ w(PPHMF$PMBCPSBUPSZ͔Β(16Λ࢖ͬͯ%$("/Λ࣮ߦͨ͠ ࣮૷IUUQTHJUIVCDPNDBSQFEN%$("/UFOTPSqPX

  17. ݁Ռ wճ਺ΛॏͶΔͱεϦεϦ܅Ά͍ը૾͕ੜ੒͞Ε͖ͯͨ FQPDI FQPDI FQPDI

  18. None

  19. ·ͱΊ wϢʔβʔ͕ը૾ͷΞοϓϩʔυΛͤͣʹΞΠςϜΛ࡞੒͢Δख๏Λߟ͑ͨ w%$("/Λ࢖ͬͯը૾ੜ੒·ͰͰ͖ͨ w(16Λ࢖ͬͯ΍ͬͯ΋ɺͦΕͳΓʹ͕͔͔࣌ؒΔ wYͷը૾ຕΛFQPDIͰ࣌ؒ͘Β͍͔͔ͬͨ w(PPHMF$PMBCศར

  20. ࠓޙ wςΩετೖྗͰ͖Δ6*͔Βը૾ੜ੒ˠΞΠςϜ࡞੒·Ͱߦ͏ wࠓճ͸ίϯιʔϧ͔ΒεΫϦϓτͰୟ͍ͯΞΠςϜੜ੒ wύϥϝʔλΛͲ͏޻෉͢Ε͹ྑ͍ײ͡ʹͳΔͷ͔ࢼ͢ wࣗ਎ͷ਺ֶͷֶशΛܧଓ