190216_DLLAB 広島支部キックオフイベント_基調講演-20190216 Ridge-i柳原の基調講演です。

2. 2
©2019Ridge-iAllRightsReserved.
: Ridge-i (
:
: 2016 7
:
: 22 2019 2
: AI ( )

3. 3
©2019Ridge-iAllRightsReserved.

4. 4
©2019Ridge-iAllRightsReserved.
•
•
•

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©2019Ridge-iAllRightsReserved.
SUBARU
Ridge-i CSO/COO
SaaS
NTT HSBC
2016 Ridge-i
O&F
/ 174km 46

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©2019Ridge-iAllRightsReserved.

7. AI

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©2019Ridge-iAllRightsReserved.

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©2019Ridge-iAllRightsReserved.
AI

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AI

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©2019Ridge-iAllRightsReserved.
0
20,000
40,000
60,000
80,000
100,000
120,000
202520192017 2018 2020 2021 2022 2023 2024
Source: Tractica “Artificial Intelligence Market Forecasts”
AI
300
155
2,015
4,520
100
500
270
1,720
3,680
495 2,820
5,860
150
2,120
1,680
3,340
0
2,000
4,000
6,000
8,000
10,000
12,000
14,000
16,000
18,000
20,000
22,000
315
1,030
2015 2020
650
2030
1,500
10,020
21,200
15
985
AI
AI
USD, Mn

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©2019Ridge-iAllRightsReserved.
Source:MM
AI
0 10 20 30 40 %(%)
13.3
4.9
1.8
32.9
22.4
17.9
0 10 20 30 40 50
19.7
27.3
46.2
(I)

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©2019Ridge-iAllRightsReserved.
Source MM ICT
(%)
0.9
0.1
7.8
6.9
0.4
0.8
1.0
2.5
0.5
1.7
0.6
16.2
7.7
29.4
31.6
13.2
26.1
11.6
25.2
13.0
15.3
10.8
0 10 20 30 40
(II)
AI

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•
•

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©2019Ridge-iAllRightsReserved.
Source:
3 AI
1 2
50

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etc)
SVM etc
AI

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IN OUT

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3 AI

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2016
…
AlphaGo
4 1
5.9% ( )3.5% ( 5%)
Deep Q Network LSTMCNN

21. 21
©2019Ridge-iAllRightsReserved.
)
Source:
https://udemy.benesse.co.jp/ai/neural-network.html
https://www.uio.no/studier/emner/matnat/its/UNIK4690/v17/forelesninger/lecture_10_3_deeplearning.pdf

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©2019Ridge-iAllRightsReserved.
Source: http://cedro3.com/ai/yolov3-prediction/; https://qiita.com/xkumiyu/items/1cc0223486c560062e00;
A 2017 Guide to Semantic Segmentation with Deep Learning (2017/7/5) by Sasank Chilamkurthy;

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©2019Ridge-iAllRightsReserved.
AI
?
1
AI 1 ? AI
?
( )
?
AI
?
?
4
AI
?
?
AI
?

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AI

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•
•

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AI

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©2019Ridge-iAllRightsReserved.

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AI
•
•

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DL
DL
( )
Road Side Unit
Feedback
DL
DLGPS

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2
Epoc
Git) Python
API

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•
•
•
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•
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•

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SAR

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• 1 499 DL
•

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©2019Ridge-iAllRightsReserved.

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©2019Ridge-iAllRightsReserved.

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©2019Ridge-iAllRightsReserved.

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©2019Ridge-iAllRightsReserved.

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©2019Ridge-iAllRightsReserved.

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©2019Ridge-iAllRightsReserved.

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©2019Ridge-iAllRightsReserved.
SAR
•
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• AI
100%
AI

45. 45
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46. 46
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•
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•
• GAN
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• PC
• NN

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B
A
B
A
AI
A
B
•
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• 10
•
A
B

48. 48
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50. 50
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•
•

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©2019Ridge-iAllRightsReserved.
AI
•
•

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©2019Ridge-iAllRightsReserved.
•
•
•
•
• AI ROI
•
AI AI
•
• AI
•

54. AI
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