DTPとAI

%51ͱ"* ʢਓ޻஌ೳʣ Πϕϯτɿ%51ͷษڧ෦԰ʮୈճษڧձʯ ೔࣌ɿ೥݄೔ʢ౔ʣʙʗ4FTTJPOɿ1.ʙ ձ৔ɿѪ஌ݝ࢈ۀ࿑ಇηϯλʔ΢ΠϯΫ͍͋ͪ<8*/$"*$)*>খϗʔϧ Creative Edge School Books http://design-zero.tv
TwitterͰؔ࿈৘ใΛ౤ߘ͍ͯ͠·͢ !DPNNPOTUZMF *O%FTJHOɺ*MMVTUSBUPSɺ1IPUPTIPQͷ͜Ε͔Β ɹɹɹɹɹɹɹɹɹɹɹɹɹɹɹɹɹʙ"EPCF4FOTFJ࠷৽ಈ޲

Adobe Community Evangelist Yuuji Sakai @commonstyle ڥ༞࢘ ೥ΑΓɺ"*ʢਓ޻஌ೳʣຊ֨ಋೖͷͨΊͷτϥΠΞϧΛ։࢝͠ɺ"*γεςϜ΍ϩϘςΟ Ϋεؔ࿈ͷ࣮ূ࣮ݧʹࢀՃɻχϡʔϥϧωοτϫʔΫΛ࢖ͬͨػց຋༁ͱը૾ஔ׵ॲཧʢࣸ ਅը૾ͷΠϥετදݱͳͲʣΛத৺ʹখن໛ͳςετΛ࣮ࢪ͍ͯ͠Δɻ೥ΑΓɺ
"EPCF$PNNVOJUZ&WBOHFMJTUͱͯ͠ओʹ"EPCF4FOTFJʢ"*ʣ΍"EPCF9%ؔ࿈ͷ ΠϕϯτొஃɺߨԋͳͲΛߦͳ͍ͬͯΔɻ

IUUQEFTJHO[FSPUW Mr.CreativeEdge

Profile ೝ஌঱ΛֶͿ جૅ஌ࣝฤ http://design-zero.tv/dementia-learning/ ϥΠϑϫʔΫ

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"*ʹΑΔϨΠΞ΢τʢίϯςϯπʹԠͨ͡ϨΠΞ΢τʣͷ࣮ԋ ࠓޙɺ"*ػೳʹ୅ସ͞Ε͍ͯ͘σβΠϯϓϩηεʹ͍ͭͯ ·ͱΊʙσβΠφʔ͸͜Ε͔ΒԿΛ͢΂͖͔ *O%FTJHOɺ*MMVTUSBUPSɺ1IPUPTIPQͷ͜Ε͔Β ʙ"EPCF4FOTFJ࠷৽ಈ޲

%51ͱ"*ʢਓ޻஌ೳʣ σβΠϯ࡞ۀͷେస׵ظ ʙ1PTU4DSJQUൃදͱ%51͕ఏএ͞Εͨ೥ ૊൛ͷࣗಈԽ͸ͳͥݶఆతͳͷ͔ʁ 31" ʢ3PCPUJD1SPDFTT"VUPNBUJPOʣ ͱ "*ࣗಈԽ͸·ͬͨ͘ҟͳΔΞϓϩʔν *O%FTJHOɺ*MMVTUSBUPSɺ1IPUPTIPQͷ͜Ε͔Β ʙ"EPCF4FOTFJ࠷৽ಈ޲

%51ͱ"*ʢਓ޻஌ೳʣ "*ͰσβΠϯ࡞ۀ͸Ͳ͏มԽ͍ͯ͘͠ͷ͔ʁ *O%FTJHOɺ *MMVTUSBUPSɺ 1IPUPTIPQʹ ౥ࡌ͞Ε͍ͯΔ"*ػೳΛ࢖࣮ͬͯԋ "*ʹΑΔϨΠΞ΢τ ʢίϯςϯπʹԠͨ͡ϨΠΞ΢τʣͷ࣮ԋ *O%FTJHOɺ*MMVTUSBUPSɺ1IPUPTIPQͷ͜Ε͔Β ʙ"EPCF4FOTFJ࠷৽ಈ޲

%51ͱ"*ʢਓ޻஌ೳʣ ࠓޙɺ"*ػೳʹ୅ସ͞Ε͍ͯ͘ σβΠϯϓϩηεʹ͍ͭͯ ·ͱΊʙσβΠφʔ͸͜Ε͔ΒԿΛ͢΂͖͔ *O%FTJHOɺ*MMVTUSBUPSɺ1IPUPTIPQͷ͜Ε͔Β ʙ"EPCF4FOTFJ࠷৽ಈ޲

σβΠϯ࡞ۀͷେస׵ظ 1PTU4DSJQUൃදͱ%51͕ఏএ͞Εͨ೥

1990 2010 2000 2020 ݱࡏ 1980

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"EPCF "QQMF$PNQVUFS "EPCF*MMVTUSBUPS σδλϧσβΠϯֵ໋ ݱࡏ

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େ൒ͷσβΠφʔ͸ ʮख࡞ۀ͕1$ʹஔ͖׵ΘΔʯ ͱ͸ ࢥ͍ͬͯͳ͔ͬͨ ೥୅

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Ҿ͘Α͏ʹͳΓ·͢

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େ൒ͷσβΠφʔ͸ ʮख࡞ۀ͕1$ʹஔ͖׵ΘΔʯ ͱ͸ ࢥ͍ͬͯͳ͔ͬͨ ೥୅ ਓؒͷ૝૾ྗ͕ ݱ࣮Λ௒͑ΒΕͳ͍

1985 2000 2020 1980 1990 2010 1988 ݱࡏ ੈքதͷ શͯͷσβΠφʔ͕
ίϯϐϡʔλͰઢΛ Ҿ͘Α͏ʹͳΓ·͢ɻ ͋ͳͨͷࠓͷ࢓ࣄͷ ͸ࠓޙɺ"*͕ ୲͏͜ͱʹͳΓ·͢ɻ ࢓ࣄ͕มΘΓ·͢ɻ

"EPCF "QQMF$PNQVUFS "EPCF*MMVTUSBUPS σδλϧσβΠϯֵ໋ Πϯλʔωοτֵ໋ "*ֵ໋ ݱࡏ

"EPCF "QQMF$PNQVUFS "EPCF*MMVTUSBUPS σδλϧσβΠϯֵ໋ Πϯλʔωοτֵ໋ "*ֵ໋ ݱࡏ ࢓ࣄ͕Ͳ͏มΘΔͷʁ

૊൛ͷࣗಈԽ͸ͳͥݶఆతͳͷ͔ʁ

"EPCF "QQMF$PNQVUFS "EPCF*MMVTUSBUPS ݱࡏ

"EPCF "QQMF$PNQVUFS "EPCF*MMVTUSBUPS ݱࡏ ,

, ΧϥίϧϜࢁ຺ʹ͋Δࢁɻඪߴ͸ NͰ ΤϕϨετʹ͙࣍ੈքୈҐͷߴ͞ 8JLJQFEJBIUUQTKBXJLJQFEJBPSHXJLJ,

, ΧϥίϧϜࢁ຺ʹ͋Δࢁɻඪߴ͸ NͰ ΤϕϨετʹ͙࣍ੈքୈҐͷߴ͞ 8JLJQFEJBIUUQTKBXJLJQFEJBPSHXJLJ, "EPCF *O%FTJHO

l*MMVTUSBUPS͸೔ຊͰ͸ͳ͔ͥϖʔδ෺ͱ͍ͬͨ %51πʔϧͱͯ͠࢖ΘΕ͍ͯΔࣄ͕Θ͔Γɺ ͦΕ΋ɺ౰࣌͸ཧղग़དྷͳ͔ͬͨɻ z φοτɾϚοΧϦʔ "EPCFγχΞɾίϯϐϡʔλαΠΤϯςΟετ 5IF*O%FTJHO$POGFSFODF౦ژʢ೥݄ʙ೔ʣ

ޮ཰ੑɾলྗԽ

ϚʔΫΞοϓݴޠ

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9.- *O%FTJHO

"EPCF'SBNF.BLFS SFMFBTF αϒεΫϦϓγϣϯ ԁʗ݄ ੡඼൛ ԁ ʢ੫ผʣ

IUUQTXXXBEPCFDPNKQQSPEVDUTGSBNFNBLFSIUNM

'SBNF.BLFS *O%FTJHO େن໛ͳߏ଄Խ͓Αͼඇߏ଄ԽίϯςϯπΛޮ཰Α͘ ࡞੒ɺߋ৽ɺ؅ཧ͢ΔͨΊͷ%51πʔϧͰɺ ϚχϡΞϧͳͲͷ࡞੒ʹ޲͍͍ͯ·͢ɻ ߴ඼࣭ͳ঎ۀҹ࡮෺΍ग़൛෺ͷ੍࡞Λɺϖʔδ ϨΠΞ΢τͱσβΠϯͷ྆໘͔Βޮ཰ԽΛਤΔ͜ͱΛ Մೳʹ͢ΔΫϦΤΠςΟϒͳπʔϧͰ͢ɻ 'SBNF.BLFSͱ1BHF.BLFSͱ*O%FTJHOͷҧ͍͸ԿͰ͔͢ɹIUUQTIFMQYBEPCFDPNKQYQSPEVDULCNVMUJIUNM

'SBNF.BLFS *O%FTJHO σʔλΛओମͱͨ͠πʔϧ ϚχϡΞϧɾ࢓༷ॻɺτϨʔχϯάڭࡐɺ ిࢠϚχϡΞϧɺΦϯϥΠϯϔϧϓʢ1%')5.-ͳͲʣɺ ੓ࡦॻྨɾखଓ͖ॻྨʢ4(.-9.-จॻͳͲʣ σβΠϯΛओମͱͨ͠πʔϧ ΧλϩάɾύϯϑϨοτͳͲͷ঎ۀҹ࡮෺ɺࡶࢽɾ޿ࠂɺ ៛ີͳจࣈ૊൛͕ཁٻ͞ΕΔॻ੶ɺ৽ฉɾνϥγ 'SBNF.BLFSͱ1BHF.BLFSͱ*O%FTJHOͷҧ͍͸ԿͰ͔͢ɹIUUQTIFMQYBEPCFDPNKQYQSPEVDULCNVMUJIUNM

'SBNF.BLFS1VCMJTIJOH4FSWFS ࣗಈԽ͞ΕͨϫʔΫϑϩʔΛ࢖༻ͯ͠ɺϦϞʔτૢ࡞ͰύϒϦογϯάͰ͖·͢ɻ IUUQTXXXBEPCFDPNKQQSPEVDUTGSBNFNBLFSQVCMJTIJOHTFSWFSIUNM

31" ʢ3PCPUJD1SPDFTT"VUPNBUJPOʣ ͱ "*ࣗಈԽ͸·ͬͨ͘ҟͳΔΞϓϩʔν

͖Ίࡉ͔ͳϚʔέςΟϯά͸খϩοτԽΛ ͞Βʹਪ͠ਐΊɺσβΠϯ΍%51੍࡞ɺ ͋Δ͍͸ೖߘɾड஫ॲཧۀ຿͕Ϙτϧωο ΫͱͳΔՄೳੑ͕ߴ͍ɻ ࣗಈԽɺޮ཰Խͷखஈͱͯ͠ɺ"*΍31" ͕࿩୊ʹͳ͍ͬͯΔ͕ɺεΫϦϓτʹΑΔ ࣗಈॲཧ΋ݹͯ͘৽͍͠ιϦϡʔγϣϯͱ ͍͑Α͏ɻ ͦΕͧΕͷπʔϧͷ޲͖ɺෆ޲͖ɺͦͯ͠ কདྷੑʹ͍ͭͯٞ࿦͢Δɻ
ʲ(ʳೖߘɾ੍࡞ۀ຿ͷޮ཰Խʙ "*ɺ31"ɺεΫϦϓτ ݄೔ ໦ ʙ ৔ॴɿϫʔϧυΠϯϙʔτϚʔτ'

31" 4DSJQU "* 3PCPUJD1SPDFTT"VUPNBUJPO

31" 4DSJQU "* 3PCPUJD1SPDFTT"VUPNBUJPO ϒϥοΫ ϘοΫε

5SFOET"*$MPVE ࠷৽ಈ޲

ҹ࡮ػͷ"*Խ

ϋΠσϧϕϧά ϐʔΫύϑΥʔϚϯεΫϥε εϐʔυϚελʔ9- IUUQTXXXIFJEFMCFSHDPNHMPCBMEFQSPEVDUTQSFTTTIFFUGFE@P⒎TFUTQFFENBTUFS@YM@

ҹ࡮ϓϩηεͷΫϥ΢υԽ

"*ͰσβΠϯ࡞ۀ͸Ͳ͏มԽ͍ͯ͘͠ͷ͔ʁ

ͱ ͷؔ܎ Adobe Sensei AI ͷ"*ٕज़ʣ ʢ

Artiﬁcial Inteligence ਓ޻஌ೳͷݚڀ͸ࠓ೥Ͱ೥໨ ೥ͷμʔτϚεձٞͰ ॳΊͯਓ޻஌ೳͱ͍͏ݴ༿͕࢖ΘΕͨ

೥݄͔Β݄ 1956 2019 ೥໨ μʔτϚεձٞ
"*ͷݚڀ෼໺

೥݄͔Β݄ 1956 2019 ೥໨ μʔτϚεձٞ
"EPCFઃཱ ೥ "*ͷݚڀ෼໺

೥݄͔Β݄ 1956 2019 ೥໨ μʔτϚεձٞ
"EPCFઃཱ ೥ Photoshop 1.07 ೥ Adobe Magic ೥ Adobe Sensei ೥ "*ͷݚڀ෼໺

2006 2019 Adobe Magic ೥ Adobe Sensei ೥݄ Creative Cloud
೥݄೔ ఏڙ։࢝ ೥݄ .JDSPTPGUͱͷ ઓུతఏܞΛൃද

2006 2019 Adobe Magic ೥ Adobe Sensei ೥݄ ػցֶश σΟʔϓϥʔχϯάͷ࣌୅
Creative Cloud ೥݄೔ 2012 ఏڙ։࢝ ೥݄ .JDSPTPGUͱͷ ઓུతఏܞΛൃද

Creative Cloud ೥݄೔ 2012 ఏڙ։࢝ ೥݄ .JDSPTPGUͱͷ ઓུతఏܞΛൃද "*ݚڀ෼໺ʹ͓͚Δ ೥དྷͷϒϨʔΫεϧʔ

Creative Cloud ೥݄೔ 2012 ఏڙ։࢝ ೥݄ .JDSPTPGUͱͷ ઓུతఏܞΛൃද ػցֶश ೥୅͔Βଓ͍͍ͯΔ"*ݚڀ։ൃ

"* ػցֶश ਂ૚ֶश σΟʔϓϥʔχϯά CNN RNN ஫໨͢΂͖͸͜͜

Fuel Rocket Rocket = AI Fuel = Data ϩέοτ ೩ྉ
ػցֶश Machine Learning

ԯ఺Ҏ্ͷΞηοτ Fuel Rocket Data AI ສਓҎ্ͷΫϦΤʔλʔίϛϡχςΟ Creative Cloud 1IPUPTIPQ΍*MMVTUSBUPSͷੈքதͷϢʔβʔ
ڝ߹ଞࣾͱͷ ࠩผԽ

ίϯςϯπ σʔλ "* πʔϧ

ͷػցֶश

Creative Sync

Creative Sync σʔλΛΫϥ΢υʹஔ͍ͯ"*ʹֶशͤ͞Δ

Premiere Rush Creative Sync Adobe Sensei Next Generation Applications XD
Photoshop on iPad Lightroom CC

Ϋϥ΢υͷΞηοτ؅ཧ $SFBUJWF$MPVE"TTFUTʢBTTFUTBEPCFDPNʣ ɾόʔδϣϯ؅ཧʢίϯςϯπͷཤྺʣ ɾίϥϘϨʔγϣϯػೳʢΫϥ΢υͰڞಉ࡞ۀʣ ɾ୭͕͍ͭɺ Ͳ͜Λฤूͨ͠ͷ͔λΠϜϥΠϯʹදࣔ͞ΕΔ ɾ͍ͭͰ΋લͷঢ়ଶʹ໭ͤΔ ɾίϯςϯπͷ#FGPSF"GUFSΛҰ໨Ͱ೺ѲͰ͖Δ

*O%FTJHOɺ*MMVTUSBUPSɺ1IPUPTIPQʹ ౥ࡌ͞Ε͍ͯΔ"*ػೳΛ࢖࣮ͬͯԋ

ਓ޻஌ೳʹؔ͢Δ৘ใΛಡΈղͨ͘Ίͷ෼ྨ ՔಇதͷAI ·ͩݚڀதͷAI ۭ૝ͷAI ِ෺ͷAI ओʹϚʔέςΟϯά໨తɻ"*ͷఆٛΛҙਤతʹ֦େղऍ

Adobe Research Over 25 years ago, Adobe’s founders and world-class
researchers, Charles Geschke and John Warnock, founded Adobe Research. ೥Ҏ্લɺ"EPCFͷ૑ઃऀͰੈքతʹ༗໊ͳݚڀऀͰ͋Δ$IBSMFT(FTDILFͱ+PIO8BSOPDL ͕"EPCF3FTFBSDIΛઃཱ͠·ͨ͠ɻ Creative Intelligence Lab BigData Experience Lab ΫϦΤΠςΟϒΠϯςϦδΣϯεϥϘ ϏοάσʔλΤΫεϖϦΤϯεϥϘ https://research.adobe.com/about-adobe-research/creative-intelligence-lab/ https://research.adobe.com/about-adobe-research/bigdata-experience-lab/ https://research.adobe.com/

Full Paper ࿦จ Patents ಛڐ Tech Transfer ٕज़Ҡస Sneak ϦϦʔεલͷϓϨϏϡʔ

Tech Transfer ٕज़Ҡస • Open Closed Eyes in Photoshop Elements
2018 • Match Font is now also part of InDesign, Illustrator, Capture CC (3.0.1) and a TypeKit service • Auto Ground Plane (using adapted Upright) and Match Lighting (using adapted CAF) shipped in Dimension CC 1.0 • Capture Perspective Grids from Photos in Adobe Photoshop Sketch (3.5) and Adobe Illustrator Draw (3.4) • Match Font in Photoshop CC (2015.5) • Content Aware Crop in Photoshop CC (2015.5) • Transform on Drop for Content Aware Move in Photoshop CC (2015) • Content Aware Fill for Photomerge in Photoshop CC (2015) • Interactive Healing Brush in Photoshop Mix (Jan. 2015) • Upright and Content Aware Fill in Photoshop Mix (Jan 2015) • Fixel- Content Aware Fill iOS app (July 2014) • Color Adaptation for Content Aware Fill, Patch & Move in Photoshop CC 2014 (15.0) • Upright- automatic perspective correction in Lightroom 5 and Photoshop CC 14.1 • Content Aware Patch and Move tools in Photoshop CS6, Content Aware Move tool in PSE12 • Content Aware Fill in Photoshop CS5, Content Aware Spot Healing Brush in PSE9, Autoﬁll Edges/ Straighten Tool in PSE12

Tech Transfer ٕज़Ҡస •Open Closed Eyes in Photoshop Elements 2018
•Match Font is now also part of InDesign, Illustrator, Capture CC (3.0.1) and a TypeKit service •Auto Ground Plane (using adapted Upright) and Match Lighting (using adapted CAF) shipped in Dimension CC 1.0 •Capture Perspective Grids from Photos in Adobe Photoshop Sketch (3.5) and Adobe Illustrator Draw (3.4) •Match Font in Photoshop CC (2015.5) https://research.adobe.com/person/eli-shechtman/

Tech Transfer Select Subject https://youtu.be/x-9qYLr15tU ٕज़Ҡస Photoshop CC 2018 Deep
learning based salient object detection with high boundary accuracy. This is one of the ﬁrst few Sensei powered features in Adobe ﬂagship products. I designed and developed the deep learning algorithm behind this feature. Auto Selection Photoshop Elements 2018 Deep learning based interactive image segmentation. I designed and developed the deep learning algorithm behind this feature. https://youtu.be/kXUW1Z_f5Ug

$POUFOU"XBSF ୅දతͳ"*ػೳ 1PXFSFECZ"EPCF4FOTFJ ίϯςϯπʹԠ͡Δ

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IUUQTWJTJUDSPXEqPXFSDPNST;#&JNBHFT41SFWPTU@"EPCF@5SBJO@"*@QEG Machine Learning for Digital Creativity ݦஶੑݕग़

ɾ$POUFOU"XBSF4DBMJOHʢίϯςϯπʹԠ֦ͨ͡େɾॖখʣ ɾ$POUFOU"XBSF'JMMʢίϯςϯπʹԠͨ͡ృΓͭͿ͠ʣ ɾ$POUFOU"XBSF.PWFʢίϯςϯπʹԠͨ͡Ҡಈʣ ɾ$POUFOU"XBSF1BUDIʢίϯςϯπʹԠͨ͡ύονʣ ɾ$POUFOU"XBSF$SPQʢίϯςϯπʹԠͨ͡੾Γൈ͖ʣ ɾ$POUFOU"XBSF'JUʢ಺༰ΛࣗಈೝࣝʹԠͯ͡߹ΘͤΔʣ ɾ$POUFOU"XBSF-BZPVUTʢίϯςϯπʹԠͨ͡ϨΠΞ΢τʣ and more …

"*ʹΑΔϨΠΞ΢τ ʢίϯςϯπʹԠͨ͡ϨΠΞ΢τʣ ͷ࣮ԋ

$POUFOU"XBSF-BZPVUT ίϯςϯπʹԠͨ͡ϨΠΞ΢τ

$POUFOU"XBSF -BZPVUT

ࠓޙɺ "*ػೳʹ୅ସ͞Ε͍ͯ͘ σβΠϯϓϩηεʹ͍ͭͯ

Consumer Products "*ػೳʹΑͬͯૉਓͰ΋ ϓϩฒΈͷॲཧ͕Ͱ͖Δ "*ʹ׬ᘳͳ࡞ۀΛ΍ΒͤΔͷͰ͸ͳ͘ ͋͘·ͰΞγελϯτͷ໾ׂ Professional Products ίϯγϡʔϚϨϕϧ ϓϩϑΣογϣφϧϨϕϧ

Consumer Products "*ػೳʹΑͬͯૉਓͰ΋ ϓϩฒΈͷॲཧ͕Ͱ͖Δ "*ʹ׬ᘳͳ࡞ۀΛ΍ΒͤΔͷͰ͸ͳ͘ ͋͘·ͰΞγελϯτͷ໾ׂ Professional Products ίϯγϡʔϚϨϕϧ ϓϩϑΣογϣφϧϨϕϧ
"*ʹΑΔࣗಈԽ΁ "*ͱਓؒͷڠۀ

ʲ"ʳ"*ͰলྗԽ͞Ε͍ͯ͘΋ͷ ʲ#ʳ"*Ͱ͸ۃΊͯࠔ೉ͳ͜ͱ σβΠϯͷςετɺ෼ੳɾධՁɺ ϢʔβϏϦςΟվળɺαΠτͷ৘ใઃܭͳͲ ਓͷ৘ಈʹૌ͔͚͑Δݟͨ໨ͷσβΠϯɺ ͔͍͍ͬ͜ɺՄѪ͍ɺΩϨΠɺָ͍͠౳

εϐʔυΛ൐ͬͨίϯςϯπ੍࡞ $POUFOU7FMPDJUZ

$POUFOU4FSWJDFT ࠷৽ͷ8FCͱϔουϨε഑৴ͷϋΠϒϦου$.4 ͞·͟·ͳνϟϯωϧʢϞόΠϧΞϓϦɾιʔγϟϧϝσΟ ΞɾγϯάϧϖʔδΞϓϦέʔγϣϯɾ*P5ΞϓϦɾσδλ ϧαΠωʔδͳͲʣͷίϯςϯπΛ࡞੒ɾ؅ཧɾ࠷దԽ഑৴ Ͱ͖Δ ࠷దԽ഑৴֤ʑͷϑΥʔϚοτʹม׵ "EPCF&YQFSJFODF.BOBHFS

%51୲౰ɺ8FC୲౰ɺΞϓϦ୲౰ɺαΠωʔδ୲౰ ͕ͦΕͧΕίϯςϯπΛ੍࡞͠഑৴͢ΔϫʔΫϑϩʔ Ͱ͸ίετͱ͕͔͔࣌ؒΓ͗͢Δ 'MVJE&YQFSJFODFT͸ɺΫϥ΢υͱ"*ςΫϊϩδʔ ͰॳΊͯՄೳʹͳͬͨ "EPCF&YQFSJFODF.BOBHFS

4NBSU$SPQGPS7JEFP εϚϗ޲͚ॎํ޲ͷಈըʹม׵ "EPCF4FOTFJ͕ө૾ͷ಺༰Λೝࣝ͠ͳ͕Βॏཁͳ෦ ෼ΛτϦϛϯά "EPCF."9ͷεχʔΫͰ঺հ͞Εͨ"*ٕज़ "EPCF&YQFSJFODF.BOBHFS

"EPCF4VNNJU5IF%JHJUBM&YQFSJFODF$POGFSFODF .BSDI -BT7FHBT IUUQTTVNNJUBEPCFDPNOB

·ͱΊ σβΠφʔ͸͜Ε͔ΒԿΛ͢΂͖͔

"EPCF "QQMF$PNQVUFS "EPCF*MMVTUSBUPS σδλϧσβΠϯֵ໋ Πϯλʔωοτֵ໋ "*ֵ໋ ݱࡏ ࢓ࣄ͕Ͳ͏มΘΔͷʁ

ٙ৺҉َ ա౓ͳظ଴ ϒʔϜʹ࿭Θ͞ΕΔͳʂ "*͕΍ͬͯ͘ΕΔͷͰ࢓ࣄָ͕ʹͳΔͧʂ "*ʹ࢓ࣄ͕ୣΘΕͯ͠·͏ʂ

ٙ৺҉َ ա౓ͳظ଴ ϒʔϜʹ࿭Θ͞ΕΔͳʂ "*͕΍ͬͯ͘ΕΔͷͰ࢓ࣄָ͕ʹͳΔͧʂ "*ʹ࢓ࣄ͕ୣΘΕͯ͠·͏ʂ ৘ใෆ଍

ࣾ಺ʹ ʮAI४උࣨʯ Λઃஔ͢Δ "*ʹؔ৺ͷ͋ΔࣾһΛूΊΔ STEP-1 ৘ใऩूΛ։࢝͢Δ ࣾ಺Ͱ৘ใڞ༗ΛਐΊΔ STEP-2 Ͱ͖Δ͜ͱ ɾ
Ͱ͖ͳ͍͜ͱͷ ໌֬Խٴͼڠۀ ɾ ఏܞͷݕ౼ STEP-3 ʮAI४උࣨʯ Λ৽نࣄۀ෦ʹ STEP-4 "*ಋೖ΁ͷτϥΠΞϧ։࢝ STEP-5 "*४උࣨ

Ϋϥ΢υͷΞηοτ؅ཧ $SFBUJWF$MPVE"TTFUTʢBTTFUTBEPCFDPNʣ ɾόʔδϣϯ؅ཧʢίϯςϯπͷཤྺʣ ɾίϥϘϨʔγϣϯػೳʢΫϥ΢υͰڞಉ࡞ۀʣ ɾ୭͕͍ͭɺ Ͳ͜Λฤूͨ͠ͷ͔λΠϜϥΠϯʹදࣔ͞ΕΔ ɾ͍ͭͰ΋લͷঢ়ଶʹ໭ͤΔ ɾίϯςϯπͷ#FGPSF"GUFSΛҰ໨Ͱ೺ѲͰ͖Δ

Creative Sync Ϋϥ΢υԽɾ"*ػೳʹର͢Δ৺ߏ͑

ݱঢ়ҡ࣋͸ޙୀ ա৴͸ې෺

TwitterͰؔ࿈৘ใΛ౤ߘ͍ͯ͠·͢ !DPNNPOTUZMF EFTJHO[FSPUW

%51ͱ"* ʢਓ޻஌ೳʣ Πϕϯτɿ%51ͷษڧ෦԰ʮୈճษڧձʯ ೔࣌ɿ೥݄೔ʢ౔ʣʙʗ4FTTJPOɿ1.ʙ ձ৔ɿѪ஌ݝ࢈ۀ࿑ಇηϯλʔ΢ΠϯΫ͍͋ͪ<8*/$"*$)*>খϗʔϧ Creative Edge School Books http://design-zero.tv
TwitterͰؔ࿈৘ใΛ౤ߘ͍ͯ͠·͢ !DPNNPOTUZMF *O%FTJHOɺ*MMVTUSBUPSɺ1IPUPTIPQͷ͜Ε͔Β ɹɹɹɹɹɹɹɹɹɹɹɹɹɹɹɹɹʙ"EPCF4FOTFJ࠷৽ಈ޲

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