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

by はまーん

Slide 1

Slide 1 text

Lookout for Potato chips ~ ԶͷϙςτνοϓεϥΠϑΛՃ଎͢Δ Lookout for Vision ~ nakanoshima.dev #19 Jul 28, 2021 ͸·ʔΜ(@track3jyo)

Slide 2

Slide 2 text

WHO?? ͸·ʔΜ / track3jyo Amazon Web Service Japan Solutions Architect ---- • ੢೔ຊ୲౰SA & ίϯςφʹవΘΔ΋Ζ΋Ζ • AWS App RunnerɺAmazon EKSɺAmazon DynamoDB • Ոͮ͘Γʹເத

Slide 3

Slide 3 text

Έͳ͞Μϙςτνοϓε େ޷͖Ͱ͢ΑͶʂʁ

Slide 4

Slide 4 text

͍͍ͭͭ৯΂ͪΌ͏ࢭ·Βͳ͍ʂ ʢ਎ମ͕΍͹͍ɾɾɾʣ

Slide 5

Slide 5 text

ͦ͜ͰແఴՃͷ ख࡞ΓϙςνͰ͢Αʂʂ

Slide 6

Slide 6 text

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

Slide 7

Slide 7 text

Ͱ΋෉Ͱ͋Δ͸·ʔΜͳΒΘ͔ΔΑͶʁ ɾɾɾɾɾ

Slide 8

Slide 8 text

ͦ͏ͩʂػցֶशͩʂ ϫΠʹ͸ Lookout for Vision ͕͋Δʂ

Slide 9

Slide 9 text

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

Slide 10

Slide 10 text

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

Slide 11

Slide 11 text

࿈ٳதʹͻͨ͢ΒݫબɾࡱӨ࡞ۀ

Slide 12

Slide 12 text

ݕূ಺༰ • 2ͭͷݕূΛߦ͍·ͨ͠ • ϙςτνοϓεͷ੡඼ܽؕͷݕग़ • ○ɿ͏͓͢͠ϙςτνοϓε(៉ྷͳԁܗ) • Xɿ͚ܽͯΔϙςτνοϓεɺͷΓԘɺΧϥϜʔνϣ • ࠺ͷϙςνΛݟ෼͚Δ͜ͱ͕Ͱ͖Δ͔ʁ • ○ɿ࠺ͷ࡞ͬͨϙςτνοϓε • Xɿͦͷଞࢢൢͷϙςτνοϓε

Slide 13

Slide 13 text

ݕূ̍ • ਖ਼ৗύλʔϯ͸େਖ਼ٛ͏͓͢͠ຯͷ៉ྷͳԁܗͷ΋ͷ

Slide 14

Slide 14 text

ݕূ̍ • ͷΓԘʢൗ఺͕͋Δύλʔϯʣ • ΧϥϜʔνϣʢશମͷ৭ຯ͕ҧ͏ʣ • ͚ܽͯ͠·ͬͨϙςνʢܽଛʣ

Slide 15

Slide 15 text

ݕূ̎ • ࠺ઌੜͷ࡞ͬͨϙςν

Slide 16

Slide 16 text

ऩूσʔλྔ • ݕূ1: • τϨʔχϯά༻ • ਖ਼ৗܥɿ30ຕɺҟৗܥɿ34ຕʢͷΓ͓͠ɿ14ɺΧ ϥϜʔνϣɿ13ɺܽଛɿ7ʣ • ςετ༻ • ਖ਼ৗܥɿ30ຕɺҟৗܥɿ23ຕʢͷΓ͓͠ɿ9ɺΧϥ Ϝʔνϣɿ10ɺܽଛɿ4ʣ

Slide 17

Slide 17 text

ऩूσʔλྔ • ݕূ2: • τϨʔχϯά༻ • ਖ਼ৗܥɿ36ຕɺҟৗܥɿ30ຕ • ςετ༻ • ࠺ʹౖΒΕͨͨΊτϨʔχϯάσʔλΛͦͷ··ར༻

Slide 18

Slide 18 text

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

Slide 19

Slide 19 text

ݕূ1ͷςετ݁Ռ

Slide 20

Slide 20 text

ݕূ2ͷςετ݁Ռ

Slide 21

Slide 21 text

͍͢͝ʢখฒײʣ

Slide 22

Slide 22 text

͊͞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

Slide 23

Slide 23 text

No content

Slide 24

Slide 24 text

σϞͨ͠Αʂ ݕূ1ҟৗܥ ݕূ2ਖ਼ৗܥ

Slide 25

Slide 25 text

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

Slide 26

Slide 26 text

͓·͚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/

Slide 27

Slide 27 text

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

Slide 28

Slide 28 text

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