Durante il meetup di Torino ho mostrato come utilizzare Azure Cognitive Service nei container on-premise e come sfruttare CustomVision per raspberry

1. AZURE COGNITIVE SERVICES
IN CONTAINERS
POTENZIARE LE PROPRIE APPLICAZIONI ON-PREMISE CON TECNOLOGIA AI CHIAVI IN MANO.

2. AZURE COGNITIVE SERVICE - VISION

3. AZURE COGNITIVE SERVICE - LANGUAGE

4. AZURE COGNITIVE SERVICE - SPEECH

5. AZURE COGNITIVE SERVICE - SEARCH

6. AZURE COGNITIVE SERVICE - KNOWLEDGE

7. PERCHÈ COGNITIVE SERVICE SU CONTAINER?
Sicurezza dei dati
AI on premise
AI chiavi in mano

8. 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

9. REQUISITI ESPLICITI

11. LEIMMAGINI

12. 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}

13. ARCHITETTURA DEMO
DEV MACHINE
AZURE CONTAINER
REGISTRY
PROD
STAGE
QA
DEV

14. 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

15. DEMO TEXT ANALYTICS
https://github.com/andreatosato/CognitiveServiceContainer

16. PREZZI TEXT ANALYTICS

17. FUTURO COGNITIVE SERVICE SU CONTAINER?
WIP
Perfezionamento AI
ARM?
Altri piani?

18. CUSTOM VISION
https://customvision.ai

19. AUTOMAZIONE CUSTOM VISION

20. CUSTOM VISION TRAINER
https://github.com/marcominerva/customvision-trainer
Marco Minerva
Andrea Tosato
Giancarlo Lelli

21. DEMO CUSTOM VISION
https://github.com/andreatosato/CognitiveServiceContainer

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

23. 27#WELEARNONLINE

24. 28#WELEARNONLINE