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৽نࣄۀ౷ׅ෦ͤʔͷ
ఱҪΧϝϥͰଊ͑ͨਓΛίϯϐϡʔλϏδϣϯͰղੳͨ͠
ؒͷτϥΠΞϯυΤϥʔͱ͜Ε͔Β
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%FWFMPQFST*0$BGF
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Ϩδͷͳ͍ΧϑΣ
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࣮ݱιϦϡʔγϣϯ
ϞόΠϧΦʔμʔ ܾࡁ
5P' 5JNFPG'MJHIU֎ޫೝࣝ
ॏྔηϯαʔ ผ
ࠎ֨ݕ ਓఆɺͻ͚ͮ
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࣮ݱιϦϡʔγϣϯ
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Ҿ͖ड͚ͨ࣌ͷؾ࣋ͪɻ
·͋ɺͳΜͱ͔ͳΔͩΖ͏ɻ
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AWSίϯαϧςΟϯά෦ଐ(Ϋϥυ)
IoTνʔϜҠ੶(IoT)
AIιϦϡʔγϣϯ෦Ҡ੶(Alexa)
αʔόαΠυΤϯδχΞ
WebΤϯδχΞ
ϑϩϯτΤϯυΤϯδχΞ
ͤʔͷ
Ϋϥεϝιουגࣜձࣾ ৽نࣄۀ౷ׅ෦
ࡳຈΦϑΟεॴଐ
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࣌ͷඞཁλεΫ
2019࣌ͷλεΫ
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5P'͕ʹΘΕ͍ͯΔ
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୨ʹखΛ৳ͨ͠ࠎ֨ΛऔΓ͍ͨ
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Ͱ͖Ε+FUTPONJOJΛ͍͍ͨ
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࠷ॳʹࢼͨ͠Ϟσϧ
- Tiny YOLO V3
- MobileNet
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݁Ռ
ਓݕग़Ͱ͖Δ͕ࠎ֨·Ͱ͔ͭͳ͍
ਓͷӨʹଟʹӨڹ͞ΕΔ
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ޙͷ՝
Jetson miniͰࠎ֨ݕΛ͢ΔʹͲͷϞσϧॏ͗͢Δ
ͦͦϞσϧ͕ఆ͍ͯ͠Δͷ
ʮશʯΛʮਅਖ਼໘ʯ͔Βଊ͍͑ͯΔը૾Ͱ͋ͬͯɺ
၆ᛌͷҐஔʹΧϝϥΛηοτ͢Δͱ
ਓؒͱೝࣝͯ͘͠Εͳ͍
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֮͑ͨ͜ͱ
సҠֶश
ϑΝΠϯνϡʔχϯά
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సҠֶश
ݩʑ͋ΔϞσϧͷ࠷ऴҎ֎Λݻఆͯ͠ɺ৽ͨͳը૾Λֶशͤ͞Δ͜ͱͰ
ҧ͏λεΫʹదԠͤ͞Δख๏
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ϑΝΠϯνϡʔχϯά
৽ͨͳը૾Λֶशͤ͞Δ͜ͱͰɺ
ֶशશମΛ࠶ֶशͤͯ͞ॏΈΛௐ͠ͳ͓͢ํ๏
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ࢲ͕બΜͩಓ
ϓϩʹڭ͑Λ͏
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$VCFNPT
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ϕʔεͱͳΔจ
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τοϓμϯͱϘτϜΞοϓ
τοϓμϯ: ਓΛݕग़ => ࠎ֨Λݕ
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τοϓμϯͱϘτϜΞοϓ
ϘτϜΞοϓ: ࠎ֨Λݕ => ࠎ֨Λάϧʔϐϯά
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ώʔτϚοϓ
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1"' 1BSUJBM"
ff i
OJUZ'JFME
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ߋʹܰ͘͢Δ
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ΧϑΣ༻ʹΧελϚΠζ
Top-Viewͷը૾ΛՃ
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ΧϑΣ༻ʹΧελϚΠζ
ࠎ֨ΛݮΒ͢(18 => 7)
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ΧϑΣ༻ʹΧελϚΠζ
Ξϊςʔγϣϯͷ࣭ΛߴΊΔ
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+FUTPO9BWJFS/9
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݁Ռ
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࣍ͷεςοϓ
Λ͔͍ͯΛ܁Γฦ͢
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ࠇͬΆ͍ਓ
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औΕʹ͍͘ϙʔζ
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ΞϊςʔγϣϯΛ߹ը૾Ͱ࡞ͬͯΈΔ
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݁Ռ
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͜Ε͔Β
͜Ε͔Βɻ
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ΛΧϝϥͷΈͰͬͯΈΔ
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ΛΧϝϥͷΈͰͬͯΈΔ
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%$(ιϑτΛͬͨΞϊςʔγϣϯ
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ΧϑΣΛεΩϟϯͯ͠$(Խ
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·ͱΊ
ϕʔε͕ݻ·Δ·Ͱ͔ͳΓͷࢼߦࡨޡʹͳͬͨ
ϕʔε͕ݻ·ͬͨΒϑΝΠϯνϡʔχϯά͢Δ
ύϥϝʔλௐΑΓΞϊςʔγϣϯ໋͕
ΞϊςʔγϣϯΛࣗಈԽͤ͞ΔͱτϥΠΞϯυΤϥʔ
ͷճ͕Ұؾʹ૿͑Δ
ػցֶशͨͷ͍͠Α
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