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Lookout for Potato chips ~ 俺のポテトチップスライフを加速する Lookout for Vision ~

Lookout for Potato chips ~ 俺のポテトチップスライフを加速する Lookout for Vision ~

https://nakanoshima-dev.connpass.com/event/218804/
[Online]nakanoshima.dev#19 画像認識AIサービス
2021/07/28(水) 18:30 〜 20:15

はまーん

July 28, 2021
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  1. Lookout for Potato chips


    ~ ԶͷϙςτνοϓεϥΠϑΛՃ଎͢Δ Lookout for Vision ~
    nakanoshima.dev #19 Jul 28, 2021


    ͸·ʔΜ(@track3jyo)

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  2. WHO??
    ͸·ʔΜ / track3jyo


    Amazon Web Service Japan


    Solutions Architect


    ----


    • ੢೔ຊ୲౰SA & ίϯςφʹవΘΔ΋Ζ΋Ζ


    • AWS App RunnerɺAmazon EKSɺAmazon DynamoDB


    • Ոͮ͘Γʹເத

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  3. Έͳ͞Μϙςτνοϓε


    େ޷͖Ͱ͢ΑͶʂʁ

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  4. ͍͍ͭͭ৯΂ͪΌ͏ࢭ·Βͳ͍ʂ


    ʢ਎ମ͕΍͹͍ɾɾɾʣ

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  5. ͦ͜ͰແఴՃͷ


    ख࡞ΓϙςνͰ͢Αʂʂ

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  6. ࠺ʹϙςνΛ࡞ͬͯ΋Β͍·ͨ͠
    • ͘͢͝ͳ͍Ͱ͢ʁࢢൢ඼ͱҧ͍͕Θ͔Γ·ͤΜͰͨ͠


    • ͦͯ͠ඒຯ͍͠ʂ਎ମʹ΋͍͍ʂ࠷ߴʂ

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  7. Ͱ΋෉Ͱ͋Δ͸·ʔΜͳΒΘ͔ΔΑͶʁ
    ɾɾɾɾɾ

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  8. ͦ͏ͩʂػցֶशͩʂ


    ϫΠʹ͸ Lookout for Vision ͕͋Δʂ

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  9. ·ͣ͸ωοτʹམ͍ͪͯΔը૾Ͱ΍Γ·ͨ͠
    • ݁Ռͱͯ͠͸ʢ༧૝௨ΓʣͳΜͱ΋ݴ͑ͳ͍
    ݁Ռʹͳͬͨ


    • ͦ΋ͦ΋ը૾αΠζͷ߹Θͤͳ͍ͱ͍͚ͳ͍


    • ࣭΋໌౓΋֯౓΋͞·͟·

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  10. ͪΌΜͱ΍Ζ͏
    • ωοτͰఆ఺ࡱӨ༻ͷελϯυΛߪೖʂ


    • https://www.amazon.co.jp/gp/product/B089VVDTY6/

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  11. ࿈ٳதʹͻͨ͢ΒݫબɾࡱӨ࡞ۀ

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  12. ݕূ಺༰
    • 2ͭͷݕূΛߦ͍·ͨ͠


    • ϙςτνοϓεͷ੡඼ܽؕͷݕग़


    • ○ɿ͏͓͢͠ϙςτνοϓε(៉ྷͳԁܗ)


    • Xɿ͚ܽͯΔϙςτνοϓεɺͷΓԘɺΧϥϜʔνϣ


    • ࠺ͷϙςνΛݟ෼͚Δ͜ͱ͕Ͱ͖Δ͔ʁ


    • ○ɿ࠺ͷ࡞ͬͨϙςτνοϓε


    • Xɿͦͷଞࢢൢͷϙςτνοϓε

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  13. ݕূ̍
    • ਖ਼ৗύλʔϯ͸େਖ਼ٛ͏͓͢͠ຯͷ៉ྷͳԁܗͷ΋ͷ

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  14. ݕূ̍
    • ͷΓԘʢൗ఺͕͋Δύλʔϯʣ


    • ΧϥϜʔνϣʢશମͷ৭ຯ͕ҧ͏ʣ


    • ͚ܽͯ͠·ͬͨϙςνʢܽଛʣ

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  15. ݕূ̎
    • ࠺ઌੜͷ࡞ͬͨϙςν

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  16. ऩूσʔλྔ
    • ݕূ1:


    • τϨʔχϯά༻


    • ਖ਼ৗܥɿ30ຕɺҟৗܥɿ34ຕʢͷΓ͓͠ɿ14ɺΧ
    ϥϜʔνϣɿ13ɺܽଛɿ7ʣ


    • ςετ༻


    • ਖ਼ৗܥɿ30ຕɺҟৗܥɿ23ຕʢͷΓ͓͠ɿ9ɺΧϥ
    Ϝʔνϣɿ10ɺܽଛɿ4ʣ

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  17. ऩूσʔλྔ
    • ݕূ2:


    • τϨʔχϯά༻


    • ਖ਼ৗܥɿ36ຕɺҟৗܥɿ30ຕ


    • ςετ༻


    • ࠺ʹౖΒΕͨͨΊτϨʔχϯάσʔλΛͦͷ··ར༻

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  18. ࡱͬͨࣸਅΛҎԼͷΑ͏ͳܗͰS3ʹอଘ
    • खಈͰϥϕϧ෇࡞ۀ͸ΊΜͲ͍͘͞ͷͰS3Λ࢖ͬͨࣗಈ
    ϥϕϧ෇Λར༻͠·ͨ͠


    • ଞʹ΋SageMaker Graound TruthͰ͋Β͔͡Ίϥϕϧ෇෼
    ྨ΋Մೳ

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  19. ݕূ1ͷςετ݁Ռ

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  20. ݕূ2ͷςετ݁Ռ

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  21. ͍͢͝ʢখฒײʣ

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  22. ͊͞ϞσϧΛ࣮ߦ͢ΔΑʂ
    • CLIͰ࣮ߦ͢Δͷ͸ΊΜͲ͍͘͞ͷͰGUIͰ࣮ߦ͍ͨ͠


    • ͓ʂ͍͍ͷ͋Δ͡ΌΜʂ


    • https://github.com/aws-samples/amazon-lookout-for-vision-demo


    • ͪͳΈʹRekognition Custom Lebel͸ͪ͜Β


    • https://github.com/aws-samples/amazon-rekognition-custom-
    labels-demo


    • GUIͰϞσϧͷىಈɺ෼ྨͷ࣮ࢪ͕Մೳ

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  23. σϞͨ͠Αʂ
    ݕূ1ҟৗܥ ݕূ2ਖ਼ৗܥ

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  24. ͓·͚ɿ໘നͦ͏ͩͱࢥͬͨσϞ1
    • amazon-lookout-for-vision-serverless-app


    • https://github.com/aws-samples/amazon-lookout-for-vision-serverless-app

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  25. ͓·͚ɿଞʹ໘നͦ͏ͩͱࢥͬͨσϞ2
    • amazon-lookout-for-vision-rekognition-multiclassi
    fi
    cation


    • https://aws.amazon.com/jp/blogs/machine-learning/defect-detection-and-classi
    fi
    cation-in-
    manufacturing-using-amazon-lookout-for-vision-and-amazon-rekognition-custom-labels/

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  26. ࠷ޙʹ
    • Lookout for Vision ʹݶΒͣͰ͕͢ɺը૾ॲཧܥͷAI
    αʔϏε͸ը૾ࣗମͷ඼࣭Λ߹ΘͤΔ͜ͱ͕ॏཁ


    • Έͳ͞Μ΋ָ͍͠ϙςνϥΠϑΛʂ

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  27. Thank you for your attention!!


    please follow me @track3jyo

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