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おてがる物体認識IoT
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kido
October 15, 2018
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おてがる物体認識IoT
obnizとmobilenetを使って80行のコードだけで物体認識をやります
kido
October 15, 2018
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Transcript
͓͕ͯΔମೝࣝIoT Cambrian Robotics Inc ށ
ࣗݾհ *P5εΩϧ "*εΩϧ ށɹ߁ฏ
• ϋʔυΣΞ&ιϑτΣΞΤϯδχΞ → IoTΤϯδχΞ • ϋʔυ੍࡞ɿϩϘίϯ • ιϑτ੍࡞ɿiPhoneΞϓϦ੍࡞ • ᷂CambrianRoboticsͰobniz࡞ͬͯ·͢ • AIεΩϧ΄ͱΜͲͳ͠ͷAIॳ৺ऀͰ͢ • AIOTLT #1Ͱొஃ͍͖ͤͯͨͩ͞·ͨ͠
AI/IoTͬͯԿ͕Ͱ͖Δͷʁ ͦͷଞ ػց੍ޚ ը૾ೝࣝ ػցֶशɾσΟʔϓϥʔχϯάɾڧԽֶश??? BLEɾLoRaWANɾGPIOɾAD?? ཧɾن֨͡Όͳͯ͘ɼAI/IOTͰԿ͕Ͱ͖Δͷ͔ʁΛௐͨ
AIͰͰ͖Δ͜ͱ IOTͰͰ͖Δ͜ͱ • ͖Ύ͏ΓΛ࣭Ͱ͚Δ • ߴػೳϥδίϯΛ࡞Δ • ࢟ͰύϫϙΛૢ࡞͢Δ • ࣋ͪӡͯPC͍Βͣ ͳͲ ը໘ͷதͱ֎Λͭͳ͙
AI/IoTͬͯԿ͕Ͱ͖Δͷʁ ͦͷଞ ػց੍ޚ ը૾ೝࣝ AIͰͰ͖Δ͜ͱ IOTͰͰ͖Δ͜ͱ •
͖Ύ͏ΓΛ࣭Ͱ͚Δ • ߴػೳϥδίϯΛ࡞Δ • ࢟ͰύϫϙΛૢ࡞͢Δ • ࣋ͪӡͯPC͍Βͣ ͳͲ ը໘ͷதͱ֎Λͭͳ͙ AIOTLT #1ొஃ શ̔݅ΑΓ ػցֶशɾσΟʔϓϥʔχϯάɾڧԽֶश??? BLEɾLoRaWANɾGPIOɾAD?? ཧɾن֨͡Όͳͯ͘ɼAI/IOTͰԿ͕Ͱ͖Δͷ͔ʁΛௐͨ
AIͰͷը૾ೝࣝ AIͱ͍͑ը૾ೝࣝʂ Ͱը૾ͬͯͨ͘͞ΜूΊͳ͍ͱ͍͚ͳ͍ΜͰ͠ΐ͏ɾɾɾʁ ମݕग़Ͱ͖ΔϥΠ ϒϥϦ͕͋ΔΑʂ MobileNet • Mobile༻ͷTensorflowެࣜϥΠϒϥϦ(Β͍͠) • ߴͰܰྔ(Β͍͠)ɽ
• pythonͰjavascriptͰಈ͘(Β͍͠) • ͳΜ͔͍͢͝(Β͍͠) • ̍̌̌̌ମͷମೝࣝ༻Ϟσϧ͕ೖͬͯΔʂ ↑ॏཁɹֶशෆཁͰָͰ͖Δ
ͲΜͳͷ͕ೝࣝͰ͖Δ͔ 1000݅શ෦ݟͯΈ·ͨ͠ தʹԿނ͔ϛαΠϧͱ͔ͷϞσϧɾɾɾ ৯ ҥྨ ݐ Γ
ಓ۩ ಈ ಈৄࡉ ݘ ௗ ࠛ ڕ Ԑ ೣ ͖ͬͱ͜ͷϞσϧ࡞ͬͨਓݘ͖Ͱ͢ ݘͷݘछࣝผϞσϧͱͯ͠༏लͰ͢ #1Ͱొͨ͠Υϯόοτ ίίΒΜʹ͍·ͨ͠
ݘछ͕ݕग़Ͱ͖ΔͳΒ ࣲݘݟ͚ͭͨΒ ڭ͑ͯ͘ΕΔͷ࡞Ζ͏ ࣲݘେ͖ͳਓ
ࣲݘൃݟγεςϜ ࣲݘΛݟ͚ͭͨΒύʔςΟʔλΠϜʹͯ͘͠ΕΔγεςϜ
ݘͷϞσϧ • 117ͷݘछ͕ఆͰ͖Δʂ • Ͱࣲݘ͕͍ͳ͍ɽɽɽɽɽɽ γϕϦΞϯϋεΩʔ ΰʔϧσϯϨτϦόʔ νϫϫ
ݘͷϞσϧ • 117ͷݘछ͕ఆͰ͖Δʂ • Ͱࣲݘ͕͍ͳ͍ɽɽɽɽɽɽ γϕϦΞϯϋεΩʔ ΰʔϧσϯϨτϦόʔ νϫϫ ࠇࣲͳΒϋεΩʔͱͯ͠ೝࣝͯ͘͠Εͨ ࣅͯΔ
ࣲݘൃݟγεςϜ ࣲݘΛݟ͚ͭͨΒύʔςΟʔλΠϜʹͯ͘͠ΕΔγεςϜ ݟ͚ͭΔͷࠇࣲʢ͖ͬͱϋεΩʔͰͳ͍ʣ ࠇࣲ ࠇࣲ
γεςϜߏ ΧϝϥͰࡱӨ obnizͰ ύʔςΟλΠϜ • εϚϗͷΧϝϥΛ͔ͭͬͯ ࠇࣲݕग़ • AImobilenetɼIoTobnizʹؙ͛ •
ॻ͍ͨϓϩάϥϜHTMLͰ80ߦ͚ͩ
ιʔείʔυ • IoT෦(obnizʹؙ͛) • AI෦(mobilenetʹؙ͛) Πϯλʔωοτӽ͠ʹଓ ϐϯઃఆ ిྗڙڅ
ը૾Λͱʹݕग़ ࠇࣲͷఆ
σϞ
·ͱΊ • ࣲݘ͔Θ͍͍ • MobileNetΛ͑AIʢମݕग़ʣ͕؆୯ • ͩΕࣲ͔ݘͷೝࣝϞσϧ࡞͍ͬͯͩ͘͞ • obnizΛ͑IoTଆ؆୯ •
ϋϯζΦϯ͋ΔΑ