Summit_1-PowerPoint-Template

Chief Analytics Officer

IoT

#TokyoWebmining 55th

.comVASILY20166 @kndt842

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FuturestandardWebGPS

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:

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SCORER

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123

1

56

50

8

11FS

+++

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IP

S3

DynamoDBNoSQL DB

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14

Raspberry Pi2 OS / HW 15

Raspberry Pi USBOpenCV HOG16

16

HWOSVersionPCPCIaaS PaaS SaaS 17

FluentdMQTT3.1Mosquitto18

MQTTFluentdMQTT3.1Mosquitto

(CMS)(CN)(IPS)UI(UIS)

(UMS)

Token

DBIDToken

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19

MQTTAWS

(CN)

MQTT

MQTT

Token

DBIDToken

API Gateway

Cognito

AWS IoT

AWS IoT

S3

DynamoDB

Lambda

Lambda

Elastic Beanstalk

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Dynqmo Stream Lambda BigQuery Redshift

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OpenCV +HOG

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Faster R-CNN 23

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64bit 4CPU256 CUDA GTX 1080 25604GBGPUTK12GBOSUbuntu 14.04 LTS NVIDIA Jetson TX1

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Faster R-CNN

Faster R-CNN 25

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PVCR2015 Tutorial: Convolutional Feature Maps

Fast R-CNN & Faster R-CNN26

R-CNN

Selective Search 27

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MatlabGitHubPythonVGG16: 13ZF: 5Forward propagation 300 Jetson Qiita Jetson TX1 Faster R-CNN 28

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29VGG 163.01230ZF0.91233

TK1TX1

ZF0.930

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