AI as a Service: the future has never been so simple with cloud
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Transcript of AI as a Service: the future has never been so simple with cloud
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AI AS A SERVICE: THE FUTURE HAS NEVER BEEN SO SIMPLE WITH CLOUDEmiliano Pecis, Gabriele Stella e Andrea Mercanti | Storm Reply
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MEETING AGENDAAI AS A SERVICE
1 AWS Artificial Intelligence
2 Amazon Rekognition
3 Amazon Polly
4 Serverless Framework
5 Storm Face Recognition Platform
6 Rekognition Use Cases
7 What Else?
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AWS ARTIFICIAL INTELLIGENCELEARN, SEE, SPEAK, WRITE
MACHINELEARNING
REKOGNITION POLLY LEX
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AMAZON REKOGNITIONDEEP LEARNING-BASED IMAGE RECOGNITION SERVICE.
SEARCH, VERIFY, TAG AND ORGANIZE MILLIONS OF IMAGES
OBJECT AND SCENE DETECTION
FACIAL ANALYSIS
FACE COMPARISON
FACIAL RECOGNITION
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AMAZON REKOGNITIONOBJECT AND SCENE DETECTION
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AMAZON REKOGNITIONFACE DETECTION AND ANALYSIS
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AMAZON REKOGNITIONFACE COMPARISON
Similarity: 98.0%
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AMAZON REKOGNITIONFACIAL RECOGNITION
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AMAZON POLLYTEXT TO SPEECH POWERED BY DEEP LEARNING
TEXT IN, LIFE-LIKE SPEECH OUT
She improves day after day!
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The Only Limit Is Your Imagination
REKOGNITIONUSE CASES
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REKOGNITION USE CASESRETAIL – DEMOGRAPHIC AND SENTIMENT ANALYSIS
Rekognition can detect emotions like happy, sad, or surprised from facial images
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REKOGNITION USE CASESFACE-BASED USER VERIFICATION
Applications can confirm user identities by comparing their live image with a reference image
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REKOGNITION USE CASESWEBSITES - IMAGE MODERATION
Automatically detect inappropriate content in images using the Image Moderation API
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REKOGNITION USE CASESREAL ESTATE – IMAGE CLASSIFICATION
Rekognition makes images searchable so you can discover objects and scenes that appear within them.
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REKOGNITION USE CASES
In law enforcement, it is extremely important to identify persons of interestquickly. In Washington County, Oregon, there are nearly 20,000 differentbookings (when a person is processed into the jail) every year. As timepasses, officers’ memories of individual bookings fade.
• 300.000+ images of previous offenders indexed in 2 days• Face match reduced from multiple days to seconds• First suspect identified within first week
IDENTIFY PERSONS OF INTEREST FOR LAW ENFORCEMENT
Ref. https://aws.amazon.com/it/blogs/ai/using-amazon-rekognition-to-identify-persons-of-interest-for-law-enforcement/
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The future is really simple with Amazon
FACE RECOGNITION
PLATFORM
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FACE RECOGNITION PLATFORMRASPBERRY PI 3, CAMERA BOARD AND OPENCV
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AWS SERVERLESS FRAMEWORKNO SERVER, NO PAIN
APIGATEWAY
LAMBDA DYNAMODB S3
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FACE RECOGNITION PLATFORMARCHITECTURAL OVERVIEW
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API GATEWAY LAMBDA REKOGNITION DYNAMODB POLLY
FACE RECOGNITION PLATFORMA DEEP DIVE IN THE LOGIC
CUSTOM API
Return mp3 file Return mp3 file
Return face metadata
Return face matching
Trigger
Return
REKOGNITION API
DYNAMODB API
POLLY API
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DOES IT REALLY WORK!?
WHAT ELSE?
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