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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

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track3jyo-hama

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)
  2. WHO?? ͸·ʔΜ / track3jyo Amazon Web Service Japan Solutions Architect

    ---- • ੢೔ຊ୲౰SA & ίϯςφʹవΘΔ΋Ζ΋Ζ • AWS App RunnerɺAmazon EKSɺAmazon DynamoDB • Ոͮ͘Γʹເத
  3. Έͳ͞Μϙςτνοϓε େ޷͖Ͱ͢ΑͶʂʁ

  4. ͍͍ͭͭ৯΂ͪΌ͏ࢭ·Βͳ͍ʂ ʢ਎ମ͕΍͹͍ɾɾɾʣ

  5. ͦ͜ͰແఴՃͷ ख࡞ΓϙςνͰ͢Αʂʂ

  6. ࠺ʹϙςνΛ࡞ͬͯ΋Β͍·ͨ͠ • ͘͢͝ͳ͍Ͱ͢ʁࢢൢ඼ͱҧ͍͕Θ͔Γ·ͤΜͰͨ͠ • ͦͯ͠ඒຯ͍͠ʂ਎ମʹ΋͍͍ʂ࠷ߴʂ

  7. Ͱ΋෉Ͱ͋Δ͸·ʔΜͳΒΘ͔ΔΑͶʁ ɾɾɾɾɾ

  8. ͦ͏ͩʂػցֶशͩʂ ϫΠʹ͸ Lookout for Vision ͕͋Δʂ

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

  10. ͪΌΜͱ΍Ζ͏ • ωοτͰఆ఺ࡱӨ༻ͷελϯυΛߪೖʂ • https://www.amazon.co.jp/gp/product/B089VVDTY6/

  11. ࿈ٳதʹͻͨ͢ΒݫબɾࡱӨ࡞ۀ

  12. ݕূ಺༰ • 2ͭͷݕূΛߦ͍·ͨ͠ • ϙςτνοϓεͷ੡඼ܽؕͷݕग़ • ◦ɿ͏͓͢͠ϙςτνοϓε(៉ྷͳԁܗ) • Xɿ͚ܽͯΔϙςτνοϓεɺͷΓԘɺΧϥϜʔνϣ •

    ࠺ͷϙςνΛݟ෼͚Δ͜ͱ͕Ͱ͖Δ͔ʁ • ◦ɿ࠺ͷ࡞ͬͨϙςτνοϓε • Xɿͦͷଞࢢൢͷϙςτνοϓε
  13. ݕূ̍ • ਖ਼ৗύλʔϯ͸େਖ਼ٛ͏͓͢͠ຯͷ៉ྷͳԁܗͷ΋ͷ

  14. ݕূ̍ • ͷΓԘʢൗ఺͕͋Δύλʔϯʣ • ΧϥϜʔνϣʢશମͷ৭ຯ͕ҧ͏ʣ • ͚ܽͯ͠·ͬͨϙςνʢܽଛʣ

  15. ݕূ̎ • ࠺ઌੜͷ࡞ͬͨϙςν

  16. ऩूσʔλྔ • ݕূ1: • τϨʔχϯά༻ • ਖ਼ৗܥɿ30ຕɺҟৗܥɿ34ຕʢͷΓ͓͠ɿ14ɺΧ ϥϜʔνϣɿ13ɺܽଛɿ7ʣ • ςετ༻

    • ਖ਼ৗܥɿ30ຕɺҟৗܥɿ23ຕʢͷΓ͓͠ɿ9ɺΧϥ Ϝʔνϣɿ10ɺܽଛɿ4ʣ
  17. ऩूσʔλྔ • ݕূ2: • τϨʔχϯά༻ • ਖ਼ৗܥɿ36ຕɺҟৗܥɿ30ຕ • ςετ༻ •

    ࠺ʹౖΒΕͨͨΊτϨʔχϯάσʔλΛͦͷ··ར༻
  18. ࡱͬͨࣸਅΛҎԼͷΑ͏ͳܗͰS3ʹอଘ • खಈͰϥϕϧ෇࡞ۀ͸ΊΜͲ͍͘͞ͷͰS3Λ࢖ͬͨࣗಈ ϥϕϧ෇Λར༻͠·ͨ͠ • ଞʹ΋SageMaker Graound TruthͰ͋Β͔͡Ίϥϕϧ෇෼ ྨ΋Մೳ

  19. ݕূ1ͷςετ݁Ռ

  20. ݕূ2ͷςετ݁Ռ

  21. ͍͢͝ʢখฒײʣ

  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
  23. None
  24. σϞͨ͠Αʂ ݕূ1ҟৗܥ ݕূ2ਖ਼ৗܥ

  25. ͓·͚ɿ໘നͦ͏ͩͱࢥͬͨσϞ1 • amazon-lookout-for-vision-serverless-app • https://github.com/aws-samples/amazon-lookout-for-vision-serverless-app

  26. ͓·͚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/

  27. ࠷ޙʹ • Lookout for Vision ʹݶΒͣͰ͕͢ɺը૾ॲཧܥͷAI αʔϏε͸ը૾ࣗମͷ඼࣭Λ߹ΘͤΔ͜ͱ͕ॏཁ • Έͳ͞Μ΋ָ͍͠ϙςνϥΠϑΛʂ

  28. Thank you for your attention!! please follow me @track3jyo