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自動運転を支えるAI学習基盤
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Eiji Sekiya
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AWS Autotech Day 20180928 AWS SageMakerとGlueを用いたDeep Learningモデルなどの学習基盤について
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En vedette
(20)
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2024 State of Marketing Report – by Hubspot
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Product Design Trends in 2024 | Teenage Engineerings
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AI Trends in Creative Operations 2024 by Artwork Flow.pdf
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自動運転を支えるAI学習基盤
1.
AI AWS Autotech Day
2018
2.
• • Tier4 AI •
AI •
3.
• Tier4 • • • Tier4
2018/03 • • DeNA 2014/04~ • (Hadoop, Vertica) • ( ) @eratostennis
4.
• 2015/12 • (Autoware)
5.
6.
7.
Perception (Deep Learning) •
2D • SSD • Yolov3 • 3D • VoxelNet • MV3D • • Densenet • etc.
8.
LightWeight MV3D
9.
10.
( ) . •
HDD • WiFi
11.
. • • •
12.
AI . • •
13.
. • •
14.
AI . • • • • Etc.
15.
16.
Tier4 …
17.
• • • • •
18.
• • • • •
19.
Glue • SQL • • (
) = (S3 SQL )
20.
• • • • •
21.
SageMaker • • • • • = AI
22.
Web SageMaker Glue
23.
Web Glue Glue SageMaker
24.
Web Labmda SageMaker Glue
25.
Web ECR SageMaker Glue
26.
Web SageMaker Glue SageMaker
27.
Web SageMaker Glue CloudWatch
28.
Web SageMaker Glue Lambda
29.
Web SageMaker Glue
30.
• • & & •
AI ( ) • • • • GUI • • AI • ML Ops
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