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)
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
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