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ͭͿ Γ ݕ ূ ػ ࡞ ظ ~ α ʔόʔ Ϩε ॳ ৺ ऀ ͷ ख ࢝ Ί ~ K A N A K I TA G A WA
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A G E N D A • ࣗݾհ • ࠓճ Γ͔ͨͬͨ͜ͱ • ࣮ࡍʹߦͬͨ͜ͱ • ΑΓਖ਼֬ʹ ͔ͨͬͨ͠ • ࠓճࢲ͕ݴ͍͔ͨͬͨ ͜ͱ
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K A N A K I TA G A WA • “͍͕ͨʔ”(͵Μ) ͱݺΕͯ·͢ɻ #MakikomiTiger • ؔେֶ 4ੜ (ઐ߈:ϝσΟΞΞʔτ) • དྷ4݄͔Β౦ژͰ ಇ͖࢝Ί·͢ʂ • ࣸਅͷপͷຽ
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F I L M P H O T O G R A P H Y
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D I G I TA L P H O T O G R A P H Y 20202݄8.9ʹେࡕͰೋਓͰࣸਅలΛ͠·͢ɻ
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B E F O R E A F T E R Shooting & Retouch ΞΠίϯࡱӨͷ͝ґཔҾ͖ड͚·͢ͷͰ͓ؾܰʹɻ
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ࠓ ճ Γ ͨ ͔ ͬ ͨ ͜ ͱ
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ͭͿ Γ ݕ ূ ࡞ ظ ~ α ʔόʔ Ϩε ॳ ৺ ऀ ͷ ख ࢝ Ί ~ K A N A K I TA G A WA
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લ ճ ฉ ͍ͯ͘ ͩ ͞ ͬ ͨ ํ ʂ
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P H O T O S × S E R V E R L E S S … ?
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ͦ ͷ લ ʹ ɾ ɾ ɾ
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ࢲ ͷ ࣸ ਅ ͷ Ϩ λ ο ν ͷ ख ॱ 1.ࣸਅΛLightroomܦ༝ͰϩʔΧϧʹऔΓࠐΉɻ 2.Λᛉ͍ͬͯΔࣸਅɺϐϯϙέͷࣸਅҎ֎Λ ϨʔςΟϯάɻ 3.ͦͷճͷϨλονͷϕʔεͱͳΔ৭ຯͰҰຕϨλονɻ 4.ϨʔςΟϯάͨ͠ͷʹઌ΄ͲͷઃఆΛϖʔετɺ֤ʑΛ ඍௐɻ͞Βʹબผ͠ɺϨʔςΟϯάɻ 5.બΜͩͷ͚ͩΛॻ͖ग़͠ɻ
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ࢲ ͷ ࣸ ਅ ͷ Ϩ λ ο ν ͷ ख ॱ 1.ࣸਅΛLightroomʹऔΓࠐΉɻ 2.Λᛉ͍ͬͯΔࣸਅɺϐϯϙέͷࣸਅҎ֎Λ ϨʔςΟϯάɻ 3.ࠓճͷϨλονͷϕʔεͱͳΔ৭ຯͰҰຕϨλονɻ 4.ϨʔςΟϯάͨ͠ͷʹઌ΄ͲͷઃఆΛϖʔετɺ֤ʑΛඍௐɻ͞Βʹબ ผ͠ɺϨʔςΟϯάɻ 5.બΜͩͷ͚ͩΛॻ͖ग़͠ɻ ҙ֎ͱ͕࣌ؒऔΒΕΔɻ
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1 0 0 ຕ ΄ Ͳ ࡱ ͬͯ ࣮ ࡍ ͑Δ ͷ 5 0 ຕ ΄ Ͳ ɻ બ ผ ͢ Β ͯ͠ ͳ ͍ ͷ ͕ 2 0 0 0 ຕ ͘ Β ͍ ͋ Δ ɻ
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Ϩ λ ο ν ྗ ͢ Δ ͨ Ί ʹ अ ຐ ͳ ࣌ ؒ ল ͖ ͨ ͍ ɻ
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Amazon Rekognition
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A M A Z O N R E K O G N I T I O N ͱ ʁ • ը૾ɺಈըͷੳπʔϧ • ΦϒδΣΫτɺγʔϯɺإͷݕग़ɺ ςΩετͷநग़ɺ༗໊ਓͷೝࣝɺը૾ ͷෆదͳίϯςϯπͷࣝผ͕Մೳ
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إ ੳ
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إ ੳ Ͱ ೝ ࣝ Ͱ ͖ Δ ͜ ͱ • স͍ͬͯΔ͔Ͳ͏͔ • ಏ͕։͍͍ͯΔ͔Ͳ͏͔ • ޱ͕։͍͍ͯΔ͔Ͳ͏͔ • ײ ͳͲɻ
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إ ੳ Ͱ ೝ ࣝ Ͱ ͖ Δ ͜ ͱ • স͍ͬͯΔ͔Ͳ͏͔ •ಏ͕։͍͍ͯΔ͔Ͳ͏͔ • ޱ͕։͍͍ͯΔ͔Ͳ͏͔ • ײ ͳͲɻ
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ཧ 1.Amazon S3ʹࡱӨͨ͠ૉࡐΛೖΕΔ 2.Amazon S3ͷը૾ͷΞοϓϩʔυΛτϦΨʔʹAmazon RekognitionΛୟ͘ 3.Amazon RekognitionͰإೝࣝ 4.ᛉΓ͍ͯ͠ͳ͍ը૾ΛϦετԽ 5.ϦετͰࢦఆ͞Ε͍ͯΔը૾ΛผͷS3όέοτʹҠಈ 6.ϦετͰදࣔ
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࣮ ࡍ ʹ ߦ ͬ ͨ ͜ ͱ
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Δ ͜ ͱ ͷ ཧ 1.إੳΛ௨͢લɺ௨ͨ͠ޙͷը૾ΛೖΕΔS3όέοτΛ ࡞͢Δ 2.Amazon S3ʹΞοϓϩʔυ͞Εͨ͜ͱΛAWS LambdaͰ ݕ͢Δ 3.AWS Lambda͕Ξοϓϩʔυ͞ΕͨϑΝΠϧΛAmazon Rekognitionʹ͛ͯإੳॲཧΛߦ͏ 4.إੳͷ݁Ռɺͷۭ͍͍ͯΔը૾Λ௨ͨ͠ޙͷS3 όέοτʹίϐʔ
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Serverless Framework
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S E R V E R L E S S F R A M E W O R K ͱ ʁ • Serverless ApplicationΛߏཧɺσϓϩΠ͢ΔͨΊ ͷπʔϧ • ίϛϡχςΟυϦϒϯͰ։ൃ͕ߦΘΕ͍ͯΔ • ຊޠϑΥʔϥϜ͋Γɻ https://github.com/serverless-japan/forum
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https://qiita.com/horike37/items/b295a91908fcfd4033a2
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Amazon Rekognition × AWS Lambda
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P H O T O S × S E R V E R L E S S … !
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ੈ ͷ த ʹ ༷ ʑ ͳ σ ʔ λ ܗ ࣜ ͕ ͋ Γ · ͢ɻ
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A M A Z O N R E K O G N I T I O N ͷ ҙ • ೝࣝͰ͖Δσʔλ JPGɺ PNGͷΈ
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Ұ R A W σ ʔ λ Λ J P G ʹ ॻ ͖ ͑ ͳ ͚ Ε إ ೝ ࣝ ͑ ͳ ͍ ɾ ɾ ɾ ʁ
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࣍ ճ ͷ ՝ લճ·Ͱͷ͓
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ࠓ ͕ ࣍ ճ ͩ ʂ
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1.SDΧʔυ͔ΒσʔλΛίϐʔ ϑΥϧμʹ֨ೲ 2.ͦͷσʔλΛRAW͔ΒJPGʹม 3.มͨ͠ϑΝΠϧ͚ͩΛผϑΥϧμʹ Ҡಈ 4.S3ʹΞοϓϩʔυ
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P Y T H O N L I B R A RY • RAWPy • rawσʔλΛಡΈࠐΈ • ύϥϝʔλ͕ଟ͘ɺ͍͍ײ͡ʹউखʹϨλον͞ΕΔ • imageio • jpegʹม
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ݩσʔλ rawpyޙͷσʔλ ᛉΓݕূ͞ΕͨΒ͍͍ͷͰؔͳ͍͚Ͳ ͬͱͬͯΈͨ͘ͳΔϥΠϒϥϦ
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͍ Α ͍ Α … ᛉ Γ ݕ ূ ػ ͷ ࡞
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։ ൃ ڥ • Serverless Framework • Python 3.7
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•handler.py •serverless.yml
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S E R V E R L E S S . Y M L Λ ฤ ू ͢ Δ
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S E R V E R L E S S . Y M L Λ ฤ ू ͢ Δ • AWS S3ͷΞΫηε • Amazon RekognitionͷΞΫηε • ϦιʔεʹAWS S3Λઃఆ͢Δ
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H A N D L E R . P Y Λ ฤ ू ͢ Δ
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H A N D L E R . P Y Λ ฤ ू ͢ Δ • S3όέοτͷதΛಡΈऔΔ • Amazon Rekognitionʹ͛Δ • ͕։͍͍ͯΔ͔Ͳ͏͔ผ͢Δ • EyesOpen=True • ։͍͍ͯΔͷ͚ͩɺผͷόέοτʹೖΕΔ
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7 7 2 ຕ ͷ બ ผ ͕ 1 0 ʂ
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Α Γ ਖ਼ ֬ ͳ ͷ Λ ࡞ Γ ͨ ͍
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E Y E S A R E C L O S E D .
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E Y E S A R E C L O S E D … ? ? ?
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ͷ ։ ͍ͯ ͍ Δ ׂ ߹ Λ ͬ ͱ ࡉ ͔ ͘ ઃ ఆ ͠ ͠ ͨ ͍ ɻ
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ׂ ߹ ܾ Ί Α ͏ ͱ ࢥ ͍ ɺ σ Ϟ Λ ͯ͠ Έ ͨ ɻ
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N O T S M I L I N G …
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E Y E S A R E C L O S E D
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࣌ ʑ ى ͜ Δ ϗ ϥ ʔ ݱ ɻ
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ઃ ఆ ͕ܾΊΒΕͳ͍ɾɾɾ
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Χ ϯ ϑ Ν Ϩϯε ͷ Ϩ λ ο ν ʹ ͑Δ ɾ ɾ ɾ ʁ ࡞੍࡞ʹΩπΠͷ͕͋Δ͔…
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ࠓ ճ ࢲ ͕ ݴ ͍ ͨ ͔ ͬ ͨ ͜ ͱ
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• ͖ͳ͜ͱʹٕज़ΛབྷΊΔͷͬͯ ͬͺΓͨͷ͍͠ɻ
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T H A N K Y O U F O R L I S T E N I N G ! ! ! @nun_is_tiger Kana Kitagawa ͱΓ͋͑ͣMakikomi Tigerͬͯௐ͍ͯͩ͘͞ɻ