SlideShare a Scribd company logo
ROOM
D
Bringing it all together
The Seeing AI App
Computer Vision, Image, Speech
Recognition, NLP, and ML from Microsoft
Cognitive Services
https://www.youtube.com/watch?v=R2mC-NUAmMk
DEV-020
自然言語による入出力
人間の感覚による入出力
(視覚、聴覚、触覚…)
入力を基にした出力
Intelligence
Data
Sources
Apps
Sensors
&
Devices
Data Action
People
Automated
Systems
Apps
Cortana Intelligence
Action
People
Automated
Systems
Apps
Web
Mobile
Bots
Intelligence
Dashboards &
Visualizations
Cortana
Bot
Framework
Cognitive
Services
Power BI
Information
Management
Event Hubs
Data
Catalog
Data
Factory
Machine Learning
and Analytics
HDInsight
Stream
Analytics
Intelligence
Data Lake
Analytics
Machine
Learning
Big Data Stores
SQL Data
Warehouse
Data Lake
Store
Data
Sources
Apps
Sensors
&
Devices
Data
Face
Computer
Vision
Emotion
Video
Speaker
Recognition
Custom
Recognition
Bing Speech
Linguistic
Analysis
Language
Understanding
Bing
Spell Check
Web Language
Model
Text Analytics
Knowledge
Exploration
Entity Linking
Academic
Knowledge
Recommendations
Bing
Image Search
Bing
Video Search
Bing
Web Search
Bing
Autosuggest
Bing
News Search
Face
Computer
Vision
Emotion
Video
A GOAL WITHOUT
A PLAN IS
JUST A WISH
Analyze image
OCR
Smart thumbnail
Category People; 1 face found
Adult False
Black & White? No
Dominant colors
Accent color
"faceId": "48cdf8c8-841c-4d33-b875-1710a3fc6542",
"faceRectangle": {
“width”: 228,“height”: 228, "left": 460,"top": 125
},
"faceAttributes": {
"age": 23.5,"gender": "female",
"headPose": {"roll": -16.5,"yaw": 22.1,"pitch": 0},
"smile": 0.998,
"facialHair": {"moustache": 0,"beard": 0,"sideburns": 0},
"glasses": "ReadingGlasses"
}
Detection Result
Grouping
Identity
"faceRectangle": {
"left": 289, "top": 209,
"width": 117, "height": 117
},
"scores": {
"anger": 0.0003364322,
"contempt": 0.008513732,
"disgust": 0.000237169676,
"fear": 0.001399079,
"happiness": 0.03209325,
"neutral": 0.1274486,
"sadness": 0.000152969456,
"surprise": 0.8298188
}
"faceRectangle": {
"left": 479, “top”: 190,
“width”: 158, "height": 158
},
"scores": {
"anger": 0.00001619889,
"contempt": 0.000121588469,
"disgust": 0.0000216889184,
"fear": 0.00138592813,
"happiness": 0.00001577913,
"neutral": 0.002224847,
"sadness": 0.00000300440252,
"surprise": 0.996211
}
Speaker
Recognition
Custom
Recognition
Bing Speech
Speech Intent Recognition
Text to Speech Conversion
Speech Recognition
450 6th St.
San Francisco
"450 sixth St in San Francisco."
"For 50 six St San Francisco."
"456th St San Francisco."
*ja-jp 含む
Is this Anna’s
voice?
Anna
AnnaMike
Mary
Who’s voice is
this?
Speaker Recognition
Speaker Verification
Speaker Recognition API
Linguistic
Analysis
Language
Understanding
Bing
Spell Check
Web Language
Model
Text Analytics
Read me the
headlines
Intent TextToSpeech
Entity Content: NewsHeadlines
Intent PlayVideo
Entity Content: Daily Show
DateTime.date: T-1 Day
Intent PauseDevice
Entity DateTime.duration:
5 Minutes
Play yesterday’s
Daily Show
Pause for
5 minutes
Knowledge
Exploration
Entity Linking
Academic
Knowledge
Recommendations
Bing
Image Search
Bing
Video Search
Bing
Web Search
Bing
Autosuggest
Bing
News Search
Face
Computer
Vision
Emotion
Video
Speaker
Recognition
Custom
Recognition
Bing Speech
Linguistic
Analysis
Language
Understanding
Bing
Spell Check
Web Language
Model
Text Analytics
Knowledge
Exploration
Entity Linking
Academic
Knowledge
Recommendations
Bing
Image Search
Bing
Video Search
Bing
Web Search
Bing
Autosuggest
Bing
News Search
https://www.microsoft.com/cog
nitive-services/en-us/pricing
https://www.luis.ai/
https://www.cris.ai/
https://portal.azure.com
https://github.com/Microsoft/ProjectOxford-clientsdk
https://www.microsoft.com/cognitive-services/en-us/documentation
https://dev.projectoxford.ai/docs/services/
https://bingapis.portal.azure-api.net/docs/services/
https://api.projectoxford.ai/face/v1.0/detect?
returnFaceId=false&returnFaceAttributes=age,
gender,smile
http://example.com/example.jpg
Microsoft.ProjectOxford.Face
faceServiceClient.DetectAsync
Computer
Vision
Emotion
Bing SpeechBing
Image Search
Computer
Vision
Emotion
Face
Bing
Image Search
数行のコードを追加するだけ
REST API でアクセス
開発言語やプラットフォームを
問わず利用可能
マイクロソフトのあらゆる分野の
テクノロジー開発から誕生
簡単 フレキシブル 実績
GET A
KEY
【 Session ID 】
DBP-018
アンケートにご協力ください。
●アンケートに 上記の Session ID のブレイクアウトセッションに
チェックを入れて下さい。
●アンケートはお帰りの際に、受付でご提出ください。
マイクロソフトスペシャルグッズと引換えさせていただきます。
ROOM D
Ask the Speaker のご案内
●本セッションの詳細は、EXPO 会場内
『Ask the Speaker』コーナー
Room D カウンタにてご説明させて
いただきます。是非、お立ち寄りください。
Ask the Speaker
EXPO会場MAP

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