HIB - AI Department - Ene2019

AI Department Presentation :Technologies & Projects
Deep Learning, Reinforcement Learning
Security and citizen well-being, Ageing Well, eHealth,Embedded Systems,
Predictive Maintenance, Navy, Remote Sensing

Transcript

1. “The best way to predict the future is to create it.” - Peter F. Drucker Innovation and value creation through new technologies
2. Roberto Gómez-Espinosa Martín Head of AI HI Iberia Ingeniería y Proyectos Email: rgomez@hi-iberia.es Web: http://www.hi-iberia.es/rgomez/ Speakers Ene 2019 Innovation and value creation through new technologies 2 Juan Alberto Vecino CEO HI Iberia Ingeniería y Proyectos Email: jvecino@hi-iberia.es Web: http://www.hi-iberia.es/jvecino
3. Who we are • HI-Iberia is a Spanish software development SME founded in 1999, it accounts more than 120 professionals. HI-Iberia owns a broad experience in ICTs. • HI-Iberia is certificated as innovative SME by the Spanish Ministry of Finance . • HI-Iberia main areas of expertise are: ❑ Natural Language Processing ❑ Knowledge Discovery and Generation of Contextual Information based on data collected by Smartphones and Sensors ❑ Deep Learning for Automatic Process ❑ Deep Learning for Emotions Detection ❑ Rule Engines + Machine Learning Algorithms for Autonomous Learning and Reasoning ❑ Data Fusion for Personalized Autonomous Recommendations and Support to Decision-Making ❑ e-learning platforms and technologies ❑ Video-streaming Ene 2019 Innovation and value creation through new technologies 3
4. Our Experience • Hi-Iberia has more than 10 R&D projects currently running in different programmes (H2020, ECSEL, Artemis, FP7, AAL, etc.) Ene 2019 Innovation and value creation through new technologies 4
5. We could help you In the development/implementation of applications, algorithms, technologies, etc. HI-Iberia is a technology provider. (See our expertise areas) In the design and architecture phase Deployment and piloting of the solutions developed • Market analysis and business development Our main interests are: • Deep Learning techniques and analysis • Language, Image, Video and Text processing • E-health applications • Security applications • Automation of Industrial Process Predictive Maintenance Ene 2019 Innovation and value creation through new technologies 5
6. Output Process Input Deep Learning - Images Ene 2019 Innovation and value creation through new technologies 6
7. Deep Learning - Images Ene 2019 Innovation and value creation through new technologies 7
8. Deep Learning - Images Ene 2019 Innovation and value creation through new technologies 8 Images: • RGB • Infrared • Remote Sensing
9. Deep Learning - Transfer Learning Ene 2019 Innovation and value creation through new technologies 9
10. 10 Deep Learning - Object Segmentation Ene 2019 Innovation and value creation through new technologies
11. Deep Learning - 3D Images - LIDAR Ene 2019 Innovation and value creation through new technologies 11
12. Trends on AI : Algorithms & Data Ene 2019 Innovation and value creation through new technologies 12 • Geospatial Data On The Rise ◦ More data, more often ◦ Cost-efficient and automated workflows, easier to use • Advances in Analytics ◦ Improved machine learning and computer vision algorithms ▪ Deep Learning ▪ Transfer learning: inter domains, cross domains ▪ GANs, AutoML ▪ Deep Reinforcement Learning • Cheaper and faster compute ▪ AWS, GCP, Azure, IBM, On-premise
13. Trends on AI : Exponential Ene 2019 Innovation and value creation through new technologies 13
14. Trends on AI : Exponential Ene 2019 Innovation and value creation through new technologies 14
15. Satellites : Remote Sensing Ene 2019 Innovation and value creation through new technologies 15
16. Satellites : Remote Sensing Ene 2019 Innovation and value creation through new technologies 16
17. Satellites : Remote Sensing Ene 2019 Innovation and value creation through new technologies 17
18. Deep Learning & Remote Sensing Uses Cases Uses Cases: • Ship Detection, Ice Management • Defense, Intelligence • Energy • Monitoring assets • Understand your competitors • Assess and mitigate disaster • Anticipate global impact on your business • Explorer & Discover • Infraestructures, Urbanism • Agriculture, Sustainability • Insurance Applications: • Risk assessment and modeling • Fraud detection and asset verification • Improving Claims speed and accuracy Ene 2019 Innovation and value creation through new technologies 18
19. Deep Learning - Use Case: Ship Detection, Ice Management Nov 2018 Innovation and value creation through new technologies 19
20. Deep Learning - Use Case: Defense, Intelligence Nov 2018 Innovation and value creation through new technologies 20
21. Deep Learning & Remote Sensing Energy: Monitoring assets Ene 2019 Innovation and value creation through new technologies 21
22. Deep Learning & Remote Sensing Infraestructures, Urbanism Ene 2019 Innovation and value creation through new technologies 22
23. Deep Learning & Remote Sensing Agriculture, Sustainability Ene 2019 Innovation and value creation through new technologies 23
24. Deep Learning & Remote Sensing Energy: Natural Seep Detection Ene 2019 Innovation and value creation through new technologies 24
25. HI IBERIA Deep Learning Projects Ene 2019 Innovation and value creation through new technologies 25 Security and citizen well-being: • LIFEonLive : https://lifeonlive.es/ • Simpatico : https://www.simpatico-project.eu/ Ageing Well: • REVITA : http://revita.hi-iberia.es/ • WellCo : AI Affective-Aware Virtual Coach eHealth: • HI-Trainer: Personal Trainer • HI-Vitals: Early Detection of ictus
26. HI IBERIA Deep Learning Projects Ene 2019 Innovation and value creation through new technologies 26 Embedded Systems: • AfarCloud: • FITOPTIVIS Predictive Maintenance: • SISMO (Smart Imaging Sensor for Monitoring Objects) • Pesquero 4.0 Navy: • Seda: “SatEllite Data Ai” • Armada Española: Data Science System Cesadar
27. Seda: “SatEllite Data Ai” Ene 2019 Innovation and value creation through new technologies 27 SEDA automates the process of analyzing satellite information by offering a system capable of obtaining information from different data sources, both private and public, and automatically process this information in order to guarantee the early and effective detection of elements relevant to the defense.
28. LIFEonLive : Real-Time Alerts with Deep Learning Ene 2019 Innovation and value creation through new technologies 28 LIFEonLive is a security solution in real time for smartphones and IP cameras, leveraging DeepLearning video technologies. • Facial, license plates and objects recognition. • Video tags in real time and semantic video storage. • Automatic sensors and recognition alerts. • ChatBots to manage unattended alarms. More info: https://lifeonlive.es
29. LIFEonLive - Demo Videos Ene 2019 Innovation and value creation through new technologies 29
30. 30 Deep Learning Objects Recognition Ene 2019 Innovation and value creation through new technologies
31. 31 Deep Learning : State of the Art Ene 2019 Innovation and value creation through new technologies
32. 32 Deep Learning :: Model Car Recognition HIB Projects Ene 2019 Innovation and value creation through new technologies
33. 33 Deep Learning :: Face Recognition HIB Projects Ene 2019 Innovation and value creation through new technologies
34. 34 Deep Learning :: Pose Recognition HIB Projects Ene 2019 Innovation and value creation through new technologies
35. 35 Deep Learning Super-Resolution Ene 2019 Innovation and value creation through new technologies
36. ❖ Manuel Moréu Munáiz ➢ Presidente ➢ mmoreu@hi-iberia.es ❖ Juan Alberto Vecino ➢ CEO ➢ jvecino@hi-iberia.es ❖ Roberto Gómez-Espinosa Martín ➢ Head of AI ➢ rgomez@hi-iberia.es http://www.hi-iberia.es