Materiale presentato al Digital Innovation Saturday di Pordenone (26/01/2019). Nella presentazione vengono esposti i motivi per utilizzare i Cognitive Service su Container, il tutto corredato da qualche demo disponibile su GitHub.

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saturday 2019
Digital 1nn0vation
Azure Cognitive Services in Containers
Potenziare le proprie applicazioni On-Premise con tecnologia AI chiavi in mano.

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Azure Cognitive Service - Vision

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Azure Cognitive Service - Language

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Azure Cognitive Service - Speech

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Azure Cognitive Service - Search

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Azure Cognitive Service - Knowledge

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Perchè Cognitive Service su container?
Sicurezza dei dati
AI on premise
AI chiavi in mano

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Servizi disponibili su container
Servizio Container Status
Computer Vision Recognize Text Private Preview
Face Face Private Preview
LUIS LUIS Public Preview
Text Analytics Key Phrase Extraction Public Preview
Text Analytics Language Detection Public Preview
Text Analytics Sentiment Analysis Public Preview

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Requisiti espliciti

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Le immagini

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Eseguire il container
docker run --rm -it
-p 5000:5000
--memory 4g
--cpus 1
mcr.microsoft.com/azure-cognitive-services/keyphrase
Eula=accept
Billing={BILLING_ENDPOINT_URI}
ApiKey={BILLING_KEY}

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Architettura Demo
DEV MACHINE
AZURE CONTAINER REGISTRY
PROD
STAGE
QA
DEV

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version: '3.4'
services:
cognitiveapp:
image: {registry}/cognitiveapp
expose:
- "80"
- "443"
ports:
- "80:80"
- "443:443"
depends_on:
- sentiment.api
- language.api
- customvision.api
customvision.api:
image: registrydemosession.azurecr.io/customvision.api
expose:
- "80"
sentiment.api:
image: mcr.microsoft.com/azure-cognitive-services/sentiment
expose:
- "5000"
environment:
- Eula=accept
- Billing=https://westeurope.api.cognitive.microsoft.com/text/analytics/v2.0
- ApiKey=bf74a8f377f645a295f983ec0f22ce2d
language.api:
image: mcr.microsoft.com/azure-cognitive-services/language
expose:
- "5000"
environment:
- Eula=accept
- Billing=https://westeurope.api.cognitive.microsoft.com/text/analytics/v2.0
- ApiKey=bf74a8f377f645a295f983ec0f22ce2d

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Demo Text Analytics
https://github.com/andreatosato/CognitiveServiceContainer

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Prezzi Text Analytics

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Futuro Cognitive Service su container?
WIP
Perfezionamento AI
ARM?
Altri piani?

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Custom Vision
https://customvision.ai

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Automazione Custom Vision
https://github.com/marcominerva/customvision-trainer

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Custom Vision Trainer
https://github.com/marcominerva/customvision-trainer
Marco Minerva
Andrea Tosato
Giancarlo Lelli

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Demo Custom Vision
https://github.com/andreatosato/CognitiveServiceContainer

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ATosato86
andreatosato
andrea.tosato
CloudGen Verona
aspitalia.com
4Ward
Andrea Tosato
Grazie