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

Transcript

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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24. σϞͨ͠Αʂ
    ݕূ1ҟৗܥ ݕূ2ਖ਼ৗܥ
    

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

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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/
    

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

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

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