The document discusses artificial intelligence and its practical applications. It describes Add-For's work in developing AI for video understanding for security, broadcasting, healthcare and manufacturing. Examples are given of applications like vehicle tracking, license plate recognition, object detection and crowd monitoring. The document also discusses using AI for energy management through load forecasting, anomaly detection, efficiency scoring and flexibility modelling. It explains Add-For's methodology of using combinatorial innovation and industrialization to develop AI solutions.

1. AI - PRACTICAL APPLICATIONS
Power AI - October 2017
enrico.busto@add-for.com

2. WE ARE ATTHE END OFTHE BEGINNING
John Kelly SVP - Director of IBM Research

3. THE 4TH INDUSTRIAL REVOLUTION
add-for.comenrico.busto@add-for.com

4. add-for.comenrico.busto@add-for.com

5. WE SELECT THE BESTTECHNOLOGY
FOR OUR CUSTOMERS
Mission
add-for.comenrico.busto@add-for.com

7. Joint Business Development
Marketing Program
ai.add-for.com
3Years Project
Target: Italian Market
First activity targeted toVideo Applications
AdWords + LinkedIn

8. COMBINATORIAL INNOVATION
+
INDUSTRIALISATION
Methodology
add-for.comenrico.busto@add-for.com

9. add-for.comenrico.busto@add-for.com
Artificial Intelligence
(AGI) Artificial General Intelligence (Strong AI, Full AI)
(Narrow AI) Narrow Artificial Intelligence (Weak AI,Applied AI)
Machine Learning
Clustering, Classification, Regression
Deep Learning
Image /Video Understanding
Voice Recognition
Reinforcement Learning

10. Deep Learning - Shift in Paradigm
add-for.comenrico.busto@add-for.com
DATA
SOFTWARE
SOLUTION
DATA
SW MODELTRAINING
SOLUTION
NEW DATA
SOLUTION
INFERENCE

11. COMBINATORIAL INNOVATION
add-for.comenrico.busto@add-for.com

12. TRAINING
INDUSTRIALISATION
INFERENCE
add-for.comenrico.busto@add-for.com

13. AI APPLICATIONS
add-for.comenrico.busto@add-for.com

14. A.I. Video Understanding
Security & Defence - Broadcasting - Health Care - Manufacturing
add-for.comenrico.busto@add-for.com

15. VEHICLE AND PEDESTRIANTRACKINGwww.add-for.com/portfolio-item/broadcasting-security

16. LICENSE PLATE RECOGNITIONwww.add-for.com/portfolio-item/broadcasting-security
License Plate Recognition - Blurred to Protect Privacy
https://youtu.be/l5Hj8WisXbQ

17. Target Detected
Class: Missile Launcher
Type: MAZ-543 Uragan
MILITARYTARGETS DETECTION AND RECOGNITIONwww.add-for.com/portfolio-item/broadcasting-security

18. SCENE RETRIEVAL INVIDEO STREAMS
ROSSI Valentino
MARQUEZ Marc
www.add-for.com/portfolio-item/broadcasting-security

19. OBJECT RECOGNITION - SURVEILLANCE
enrico.busto@add-for.com
www.add-for.com/portfolio-item/broadcasting-security
Objects and Luggage Detection (Security Applications)
https://youtu.be/rkMM6AlIcPM

20. CROWD MONITORING
www.add-for.com/portfolio-item/broadcasting-security
Crowd Monitoring (Security Applications)
https://youtu.be/4Z31NHkL1qw

21. PEOPLE RECOGNITION
enrico.busto@add-for.com
www.add-for.com/portfolio-item/broadcasting-security
Face Recognition (Security Applications)
https://youtu.be/HG2HcuHcCrw

22. TARGETED MARKETING - FACE RECOGNITIONwww.add-for.com/portfolio-item/broadcasting-security
Face Keypoints and Morphological Measures
https://youtu.be/N5LwZE0VRnA

23. CUSTOMER RESPONSE METRICSwww.add-for.com/portfolio-item/broadcasting-security
Face Detection and Recognition
https://youtu.be/N6lWex6MKUk

24. MULTISPECTRAL IMAGERY

25. A.I. needs many Examples to Learn
We createVirtual Worlds to train A.I. in Super-RealTime
add-for.comenrico.busto@add-for.com

26. MOST RECENT DEVELOPMENTS - ARTIFICIAL ENVIRONMENTS

27. PHOTOREALISTICVIRTUAL WORLDS TOTRAIN A.I.

28. WE CAN SIMULATE URBANTHREADS

29. Energy Management
Load Forecast - Anomaly Detection - Reinforcement Learning
www.add-for.com/portfolio-item/energy/

30. Anomaly Detection
www.add-for.com/portfolio-item/energy/

31. ANOMALY DETECTOR & LOAD DISAGGREGATOR
SENSOR ANOMALY
REGULAR STAND-BY POWER
REGULAR ILLUMINATION POWER
ANOMALY - VENTILATION LEFT ON AT NIGHT
SHOP OPENING HOURS AUTOMATIC DETECTION (white box)

32. Efficiency Scoring
www.add-for.com/portfolio-item/energy/

34. A.I. COMPUTE ENERGY SAVING BY OPTIMISATION
HISTORICAL DATA
A.I. OPTIMISED DATA

35. Flexibility Modelling
www.add-for.com/portfolio-item/energy/

36. add-for.com
Available Switch-Off time before violating minimum temperature

37. REINFORCEMENT LEARNING

38. PROVEN SUCCESSFUL IN MANY APPLICATIONS

39. Reinforcement Learning - Paradigm
add-for.com
AGENT
ACTION
REWARD
ENVIRONMENT

40. A.I. PLAYS WITHTHE
(VIRTUAL) ENVIRONMENT
TO LEARN

41. WE “STOLE”THE IDEA FROM

42. OUR SYSTEM ACTIVE SINCE JUNE 2017 ON SELECTED OVS STORES

43. it.linkedin.com/in/ebusto
enrico.busto@add-for.com
ThankYou