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CLIPでマルチモーダル画像検索 →とても良い
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Motoi Washida
October 30, 2025
Technology
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CLIPでマルチモーダル画像検索 →とても良い
Motoi Washida
October 30, 2025
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Transcript
ాج !XN $-*1ͰϚϧνϞʔμϧը૾ݕࡧ ˠͱͯྑ͍
࣭Ͱ͢
ը૾ݕࡧɾը૾Λ୳͢ػೳͷ ։ൃΛͨ͠ࣄ͋Δਓ
ϚϧνϞʔμϧը૾ݕࡧΛ ͬͨࣄ͋Δਓ
͞ΒʹϑΝΠϯνϡʔχϯάΛ ߦͬͨࣄ͕͋Δਓ
͋Γ͕ͱ͏͍͟͝·͢
ैདྷͷࣸਅݕࡧ
ΠϯςϦΞࣸਅ4/4ͷݕࡧ ։ൃ͍ͯ͠ΔαʔϏε w 3PPN$MJQͱ͍͏ΠϯςϦΞࣸਅͷ4/4 ݕࡧը໘ w ʮΩονϯʯʮࢠڙ෦ʯͳͲͷߘࣸ ਅΛݕࡧ
ैདྷͷࣸਅݕࡧߏ ݕࡧϩδοΫ w ߘʹඥ͍ͮͨλάͰςΩετݕࡧ w Ճ͑ͯ--.Ͱੜͨ͠ը૾ͷઆ໌จݕࡧରʹ w ͍͍ͶͳͲΛ͍είΞΛௐ ߏ w
"NB[PO0QFO4FBSDI4FSWJDFΛ༻
σϞैདྷͷࣸਅݕࡧ
σϞैདྷͷࣸਅݕࡧ
ैདྷͷࣸਅݕࡧ՝ ͏·͍͔͘ͳ͍ྫ w ΩονϯˠΩονϯऩೲͷࣸਅɺϫϯϧʔϜˠແؔͷΞοϓ ݟ͖͑ͯͨ՝ w ݕࡧҙਤΛө͍ͯ͠ͳ͍݁Ռग़ͯ͘Δ w ʮΩονϯͰʯࡱͬͨࣸਅͰͳ͘ʮΩονϯͷʯࣸਅ͕ݟ͍ͨ w
ը૾Λ--.Ͱղੳ͢Δํࢥͬͨ΄ͲޮՌ͕ͳ͔ͬͨ w ˠϚϧνϞʔμϧݕࡧ
ϚϧνϞʔμϧݕࡧ
ϚϧνϞʔμϧݕࡧ֓ཁ ϚϧνϞʔμϧݕࡧͱ w ϕΫτϧݕࡧͷҰछ w ςΩετ͚ͩͰͳ͘ը૾ಈըͳͲͷใΛϕΫτϧ࠲ඪʹม ຒΊࠐΈ w ΫΤϦʹ͍ۙ
ίαΠϯྨࣅ͕ߴ͍ ࠲ඪͷը૾͕ݕࡧ݁ՌʹͳΔ
ϚϧνϞʔμϧݕࡧຒΊࠐΈͷΠϝʔδ ݕࡧΩʔϫʔυ ݕࡧରͷࣸਅ
ϚϧνϞʔμϧݕࡧຒΊࠐΈͷΠϝʔδ
ϚϧνϞʔμϧݕࡧຒΊࠐΈͷΠϝʔδ
σϞϚϧνϞʔμϧݕࡧ
σϞϚϧνϞʔμϧݕࡧ
ϚϧνϞʔμϧݕࡧྑ͘ͳͬͨ ྑ͘ͳͬͨը૾ʹର͢Δݕࡧ w ແؔͷը૾͕ফ͑Δ ྑ͘ͳͬͨݕࡧҙਤʹ͍ۙ w ʮΩονϯͰࡱͬͨࣸਅʯͰͳ͘ʮΩονϯͷࣸਅʯ͕ग़Δ w ը૾ͱͯ͠ͷ࣭୲อ͞Ε͍ͯΔ Α͏ʹݟ͑Δ
ϚϧνϞʔμϧݕࡧ༻Ϟσϧ ༻͍ͯ͠ΔϞσϧ w -*/&Ϡϑʔ͕ެ։͍ͯ͠ΔDMJQKBQBOFTFCBTF w ϒϩάIUUQTUFDICMPHMZDPSQDPKQKBC ࠾༻ཧ༝ w Ұݟͯ݁͠Ռ͕ྑ͘ݟ͑ͨ w
ʮϞμϯʯͳͲͷΠϯςϦΞಛ༗ͷݴ༿ղऍͰ͖Δࣄ͕ଟ͔ͬͨ
ϚϧνϞʔμϧݕࡧߏ ߏຒΊࠐΈ w $-*1ͷϞσϧΛQZUPSDIͰߏஙɺ4BHF.BLFSͰσϓϩΠ ߏಉظϑϩʔ w ݩʑ%#ͱ0QFO4FBSDIͷJOEFYΛϦΞϧλΠϜಉظ͢ΔΈΛ࡞͍ͬͯͨͷͰͦΕΛ׆༻ w %.4ˠ%ZOBNPˠ424ˠ-BNCEBˠ4BHF.BLFS
ϑΝΠϯνϡʔχϯά
ϑΝΠϯνϡʔχϯά൚༻$-*1Ϟσϧͷ՝ ൚༻$-*1Ϟσϧͷ՝υϝΠϯͷจ຺ͷߟྀΛ͍ͨ͠ w ΠϯςϦΞͱͯ͠ఆ֎ͷͷ͕ݕࡧ͞ΕΔࣄ͕͋Δ w ྫʮؖࠃʯˠʮؖࠃΠϯςϦΞʯͰݕࡧͯ͠΄͍͠ w ˠϑΝΠϯνϡʔχϯά
σϞϑΝΠϯνϡʔχϯά
σϞϑΝΠϯνϡʔχϯά
ϑΝΠϯνϡʔχϯάྑ͘ͳͬͨ ྑ͘ͳͬͨυϝΠϯͷߟྀ w ΠϯςϦΞจ຺ͷ୯ޠʹֶश݁Ռ͕ө͞ΕΔΑ͏ʹͳͬͨ ྑ͘ͳͬͨσʔλ༰ྔ w ݕࡧαʔόʔͷ༻ετϨʔδ༰ྔݮͰ͖ͨ w ສຕͷΠϯσοΫε(#ˠ(# w
υΩϡϝϯτลΓ,#ˠ,#
ϑΝΠϯνϡʔχϯάߦͬͨࣄ ϑΝΠϯνϡʔχϯάख๏ w ࢀߟϝϧΧϦͷϒϩά w IUUQTFOHJOFFSJOHNFSDBSJDPNFOCMPHFOUSZ fi OFUVOFEDMJQCFUUFSMJTUJOHFYQFSJFODFBOENPSFCVEHFUGSJFOEMZ ݕࡧ݁Ռ͔ΒΫϦοΫ͞Εͨը૾Λֶशσʔλͱͯ͠ສΛֶश w
όοναΠζɺΤϙοΫ w ֶश࣌ؒ࣌ؒఔ ࣍ݩݮͷͨΊͷΛՃ w ࣍ݩˠ
·ͱΊ
·ͱΊ ·ͱΊϚϧνϞʔμϧը૾ݕࡧͰΑΓਫ਼ͷߴ͍ݕࡧ͕Մೳʹͳͬͨ w ը૾ΛݕࡧͰ͖Δ w Ϣʔβʔͷݕࡧҙਤʹ͍ۙͷ͕ฦͤΔ w ϑΝΠϯνϡʔχϯάͰ࠷దԽՄೳʹ