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Vision Proで広告フリーな世界を実現したい
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Shuhei Shitamori
December 12, 2024
Programming
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Vision Proで広告フリーな世界を実現したい
MIERUNE BBQ #14発表資料
Shuhei Shitamori
December 12, 2024
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Transcript
Լɹपฏ 2024/11/20 Vision ProͰࠂϑϦʔͳੈքΛ ࣮ݱ͍ͨ͠ MIERUNE BBQ
Լ पฏ w ࠓͷ݄͔Βࡳຈࡏॅ ग़Γ w Χφμͷσδλϧ*%ελʔτΞοϓͰJ04ΤϯδχΞ w 7JTJPO1SPങͬͨ
2 #MVFTLZ -JOLFEJO
XRͱ • Ծੈքͱݱ࣮ੈքͷΈ߹ΘͤʹΑͬͯ ৽ͨͳମݧΛੜΈग़ٕ͢ज़ͷ૯শ https://www.canon-its.co.jp/solution/mr/vr-ar-mr/
AR(֦ுݱ࣮)ͰͰ͖Δମݧ https://k-tai.watch.impress.co.jp/docs/news/1203694.html
ใྔ͕ଟ͍ͱετϨε • ใྔ͕ଟ͍ͱετϨεΛײ͍͢͡ • λεΫύϑΥʔϚϯεʹӨڹ • ใΛݮΒͨ͢ΊͷऔΓΈॏཁ
Diminished Reality(ݮଛݱ࣮) • ARͱରʹ࣮ࡍʹଘࡏ͢ΔͷΛϦΞϧλΠϜͰݟ͑ͳ͘͢Δٕज़ • ΠϠϗϯͷϊΠζΩϟϯηϦϯάͷࢹ֮όʔδϣϯ https://solution.itage.jp/2021/12/16/16738/
Vision ProͰDRΛͬͯΈΔ • ֗த͔ΒࠂுΓࢴΛফͯ͠ೝෛՙͷ͍ੈքΛ࣮ݱ͍ͨ͠
Vision Proͱ • Apple͕2023ʹൢച։࢝ͨ͠MRϔουηοτ • MacBookͱಉͷM2 νοϓࡌ • ߴղ૾ͷө૾ •
ϓϥΠόγʔΛྀͨ͠ମݧઃܭ
ࠂDRʹඞཁͳٕज़ Vision Proͷಛٕज़ཁ݅ʹϚον͍ͯ͠Δʂ • 1. ࢹ֮ใ(Χϝϥ)͔Βࠂͷݕग़ • Vision ProʹߴੑೳͳΧϝϥ͕ࡌ͞ΕͯΔ •
2. ࠂΛফͨ͢Ίͷഎܠը૾Λੜ • Vision ProʹAIΛಈ͔ͨ͢Ίͷߴੑೳͳνοϓ͕ࡌ͞ΕͯΔ • 3. ੜͨ͠ը૾ΛࠂʹॏͶͯදࣔ • Vision ProʹԾମΛۭؒʹஔͰ͖Δ
ࠂDRʹඞཁͳٕज़ Vision Proͷಛٕज़ཁ݅ʹϚον͍ͯ͠Δʂ͠ͳ͍… • 1. ࢹ֮ใ(Χϝϥ)͔Βࠂͷݕग़ • Vision ProʹߴੑೳͳΧϝϥ͕ࡌ͞ΕͯΔ͕ɺΧϝϥө૾ʹΞΫηεͰ͖ͳ͍ •
2. ࠂΛফͨ͢Ίͷഎܠը૾Λੜ • Vision ProʹAIΛಈ͔ͨ͢Ίͷߴੑೳͳνοϓ͕ࡌ͞ΕͯΔ͕ɺAI༻ΤϯδϯʹΞΫηεͰ͖ͳ͍ • 3. ੜͨ͠ը૾ΛࠂʹॏͶͯදࣔ • Vision ProʹԾମΛۭؒʹஔͰ͖Δ
ࠓճͷॲཧϑϩʔ • PCͰࣄલʹʮݕ͍ͨ͠ࠂʯͱʮॏͶ͍ͨഎܠը૾ͷੜʯΛΔ • Vision Proʮੜͨ͠ը૾ΛࠂʹॏͶͯදࣔʯ͚ͩ • ࢹ֮ใ(Χϝϥ)͔Β ࠂͷݕग़ 1.
ࠂΛࡱӨͯ͠σʔληοτ࡞ 2. ը૾͔ΒࠂྖҬΛݕग़ 3. ը૾ੜ༻ʹྖҬΛܗ ࠂΛফͨ͢Ίͷ എܠը૾ͷੜ 1. ࠂʹସΘΔഎܠը૾Λੜ 2. Vision Pro༻ʹը૾Λܗ ੜͨ͠ը૾Λ ࠂʹॏͶͯදࣔ 1. Vision Pro༻ͷΞϓϦΛ࡞ PCͰࣄલʹ AVPͰϦΞϧλΠϜʹ
ࢹ֮ใ(Χϝϥ)͔Βࠂͷݕग़ ࠂΛࡱӨͯ͠σʔληοτ࡞ • ԼమӺʹܝࡌ͞ΕͨࠂுΓࢴΛΧϝϥͰࡱӨ
ࢹ֮ใ(Χϝϥ)͔Βࠂͷݕग़ ը૾͔ΒࠂྖҬΛݕग़ • ը૾͔ΒҙͷΦϒδΣΫτΛݕग़Ͱ͖Δ Segmented Anything Model(SAM)ϕʔεͷϞσϧΛར༻ • prompt=“Advertisement”Ͱ֘͢ΔྖҬΛࣗಈͰݕग़ ”Advertisement”
https://github.com/hustvl/EVF-SAM
ࢹ֮ใ(Χϝϥ)͔Βࠂͷݕग़ ྖҬݕग़݁Ռͷܗ • ΪβΪβ݀ݕग़ྖҬͱͯ͠ෆਖ਼֬ͳͷͰ࢛֯ܗͱͯ͠ܗ • ܗޙͷը૾Λॏը૾ੜͷϚεΫͱͯ͠ར༻
ࠂΛফͨ͢Ίͷഎܠը૾ͷੜ ݕग़ྖҬΛੜAIͰ࠶ඳը • ը૾෮ݩʹಛԽͨ͠stable-di ff usionϞσϧͰϚεΫྖҬΛ࠶ੜ ޭ ύλʔϯ ࣦഊ ύλʔϯ
https://huggingface.co/stabilityai/stable-di ff usion-2-inpainting
ࠂΛফͨ͢Ίͷഎܠը૾ͷੜ Vision ProͰ͏σʔληοτΛ࡞ • Vision ProͰར༻͢Δը૾σʔληοτΛ࡞ • ݕग़༻ͷReference, ॏ༻ͷGeneratedΛ࡞ Reference
Generated
ੜͨ͠ը૾ΛࠂʹॏͶͯදࣔ Vision ProΞϓϦͷ࡞ • Reference ImageΛݕग़ͨ͠Β Generated ImageΛಉ͡Ґஔʹදࣔͤ͞ΔγϯϓϧͳΞϓϦ Reference ൃݟʂ
Generated ࠂ্ʹ ॏͶͯදࣔʂ
͍͟ɺӺߏͰ࣮ݧ ͦͷ1
͍͟ɺӺߏͰ࣮ݧ ͦͷ2
݁Ռ • Reference ImageΛ͖ͪΜͱݕग़ͯ͠Generated ImageΛॏදࣔͰ͖ͨ • ҰํͰ • ࠂʹेʹ͔ۙͮͳ͍ͱVision Pro͕ReferenceΛݕ͠ͳ͍
• Generated Imageʹมͳͷ͕ೖΓɺʮফ͢ʯ͜ͱ͕Ͱ͖ͳ͍࣌͋ͬͨ
ࠓޙվળ͢ΔͳΒ • ेʹࠂʹ͔ۙͮͳ͍ͱVision Pro͕ReferenceΛݕ͠ͳ͍ -> ͋Β͔͡Ί্ۭؒʹGenerated ImageΛஔ͓͚ͯ͠ ReferenceͷݕΛඞཁͱ͠ͳ͍͔ʁ • Generated
Imageʹมͳͷ͕ೖΓɺʮফ͢ʯ͜ͱ͕Ͱ͖ͳ͍࣌͋ͬͨ -> SAMʹΑΔࠂྖҬݕग़ͷਫ਼͕ෆेͩͬͨͷͰɺଞͷख๏ݕ౼ -> Generated ImageΛੜ͢Δࡍʹ”น”ͱ໌ࣔͯ͠ྑ͔͔ͬͨ