AI AS A SERVICE: THE FUTURE HAS NEVER BEEN SO SIMPLE WITH CLOUDEmiliano Pecis, Gabriele Stella e Andrea Mercanti | Storm Reply

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?

AWS ARTIFICIAL INTELLIGENCELEARN, SEE, SPEAK, WRITE

MACHINELEARNING

REKOGNITION POLLY LEX

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

AMAZON REKOGNITIONOBJECT AND SCENE DETECTION

AMAZON REKOGNITIONFACE DETECTION AND ANALYSIS

AMAZON REKOGNITIONFACE COMPARISON

Similarity: 98.0%

AMAZON REKOGNITIONFACIAL RECOGNITION

AMAZON POLLYTEXT TO SPEECH POWERED BY DEEP LEARNING

TEXT IN, LIFE-LIKE SPEECH OUT

She improves day after day!

The Only Limit Is Your Imagination

REKOGNITIONUSE CASES

REKOGNITION USE CASESRETAIL – DEMOGRAPHIC AND SENTIMENT ANALYSIS

Rekognition can detect emotions like happy, sad, or surprised from facial images

REKOGNITION USE CASESFACE-BASED USER VERIFICATION

Applications can confirm user identities by comparing their live image with a reference image

REKOGNITION USE CASESWEBSITES - IMAGE MODERATION

Automatically detect inappropriate content in images using the Image Moderation API

REKOGNITION USE CASESREAL ESTATE – IMAGE CLASSIFICATION

Rekognition makes images searchable so you can discover objects and scenes that appear within them.

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/

The future is really simple with Amazon

FACE RECOGNITION

PLATFORM

FACE RECOGNITION PLATFORMRASPBERRY PI 3, CAMERA BOARD AND OPENCV

AWS SERVERLESS FRAMEWORKNO SERVER, NO PAIN

APIGATEWAY

LAMBDA DYNAMODB S3

FACE RECOGNITION PLATFORMARCHITECTURAL OVERVIEW

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

DOES IT REALLY WORK!?

WHAT ELSE?

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