物体認識 IoT サービスを支える技術...
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Transcript of 物体認識 IoT サービスを支える技術...
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
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11FS
+++
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IP
S3
DynamoDBNoSQL DB
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Raspberry Pi2 OS / HW 15
Raspberry Pi USBOpenCV HOG16
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HWOSVersionPCPCIaaS PaaS SaaS 17
FluentdMQTT3.1Mosquitto18
MQTTFluentdMQTT3.1Mosquitto
(CMS)(CN)(IPS)UI(UIS)
(UMS)
Token
DBIDToken
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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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