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おてがる物体認識IoT

kido
October 15, 2018

 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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  1. ࣗݾ঺հ *P5εΩϧ "*εΩϧ       ໦ށɹ߁ฏ

    
 • ϋʔυ΢ΣΞ&ιϑτ΢ΣΞΤϯδχΞ
 → IoTΤϯδχΞ • ϋʔυ੍࡞ɿϩϘίϯ • ιϑτ੍࡞ɿiPhoneΞϓϦ੍࡞
 • ᷂CambrianRoboticsͰobniz࡞ͬͯ·͢ • AIεΩϧ΄ͱΜͲͳ͠ͷAIॳ৺ऀͰ͢ • AIOTLT #1Ͱ΋ొஃ͍͖ͤͯͨͩ͞·ͨ͠
  2. AI/IoTͬͯԿ͕Ͱ͖Δͷʁ ͦͷଞ  ػց੍ޚ  ը૾ೝࣝ  ػցֶशɾσΟʔϓϥʔχϯάɾڧԽֶश???
 BLEɾLoRaWANɾGPIOɾAD??
 ཧ࿦ɾن֨͡Όͳͯ͘ɼAI/IOTͰԿ͕Ͱ͖Δͷ͔ʁΛௐ΂ͨ

    AIͰͰ͖Δ͜ͱ IOTͰͰ͖Δ͜ͱ • ͖Ύ͏ΓΛ඼࣭Ͱ࢓෼͚Δ • ߴػೳϥδίϯΛ࡞Δ • ࢟੎ͰύϫϙΛૢ࡞͢Δ • ࣋ͪӡ΂ͯPC͍Βͣ ͳͲ
 ը໘ͷதͱ֎Λͭͳ͙
  3. AI/IoTͬͯԿ͕Ͱ͖Δͷʁ ͦͷଞ  ػց੍ޚ  ը૾ೝࣝ  AIͰͰ͖Δ͜ͱ IOTͰͰ͖Δ͜ͱ •

    ͖Ύ͏ΓΛ඼࣭Ͱ࢓෼͚Δ • ߴػೳϥδίϯΛ࡞Δ • ࢟੎ͰύϫϙΛૢ࡞͢Δ • ࣋ͪӡ΂ͯPC͍Βͣ ͳͲ
 ը໘ͷதͱ֎Λͭͳ͙ AIOTLT #1ొஃ શ̔݅ΑΓ ػցֶशɾσΟʔϓϥʔχϯάɾڧԽֶश???
 BLEɾLoRaWANɾGPIOɾAD??
 ཧ࿦ɾن֨͡Όͳͯ͘ɼAI/IOTͰԿ͕Ͱ͖Δͷ͔ʁΛௐ΂ͨ
  4. AIͰͷը૾ೝࣝ AIͱ͍͑͹ը૾ೝࣝʂ
 Ͱ΋ը૾ͬͯͨ͘͞ΜूΊͳ͍ͱ͍͚ͳ͍ΜͰ͠ΐ͏ɾɾɾʁ ෺ମݕग़Ͱ͖ΔϥΠ ϒϥϦ͕͋ΔΑʂ MobileNet • Mobile༻ͷTensorflowެࣜϥΠϒϥϦ(Β͍͠) • ߴ଎Ͱܰྔ(Β͍͠)ɽ

    • pythonͰ΋javascriptͰ΋ಈ͘(Β͍͠) • ͳΜ͔͍͢͝(Β͍͠) • ̍̌̌̌෺ମͷ෺ମೝࣝ༻Ϟσϧ͕ೖͬͯΔʂ
 ↑௒ॏཁɹֶशෆཁͰָͰ͖Δ
  5. ͲΜͳ΋ͷ͕ೝࣝͰ͖Δ͔ 1000݅શ෦ݟͯΈ·ͨ͠
 தʹ͸Կނ͔ϛαΠϧͱ͔ͷϞσϧ΋ɾɾɾ ৯΂෺  ҥྨ  ݐ෺  ৐Γ෺

     ಓ۩  ಈ෺  ಈ෺ৄࡉ      ݘ ௗ ࠛ஬ ڕ Ԑ ೣ ͖ͬͱ͜ͷϞσϧ࡞ͬͨਓ͸ݘ޷͖Ͱ͢
 ݘͷݘछࣝผϞσϧͱͯ͠༏लͰ͢ #1Ͱొ৔ͨ͠΢Υϯόοτ΋
 ίίΒ΁Μʹ͍·ͨ͠