Nvidia's 10/26/17 Advantech Solution Day presentation by Adam Scraba. Showcases examples of how Nvidia powered AI solutions increase public safety through video analysis and object recognition to significantly speed surveillance camera footage review and search.
Full details and tech talk video: http://www.advantech-eautomation.com/eMarketingPrograms/Server_SolutionDay/
What Are The Drone Anti-jamming Systems Technology?
Nvidia AI - The Foundation of the Smart City
1. Adam Scraba | Senior Business Development Manager
AI — THE FOUNDATION OF
THE SMART CITY
2. 2
NVIDIA - THE WORLD’S LEADING AI PLATFORM
ONE ARCHITECTURE — CUDA
3. 3
NVIDIA - THE WORLD’S LEADING AI PLATFORM
NVIDIA AI PLATFORM
IT Services
Automotive
Healthcare
Smart City
Manufacturing
Drones
Fin. Services
Other
NVIDIA Inception: 2,000 DL Startups Every Cloud and Data CenterEvery Framework
4. 4
AI CITY
SMARTER, SAFER CITIES
1B cameras WW by 2020
Finding lost people
Improving traffic
Enhancing law enforcement
5. 5
SMART AND SAFE CITIES NEED AI
1B security cameras WW (2020)
30 billion frames per day
Challenging real world conditions
Traditional video analytics not trustworthy
AI achieves super human results
AI driven intelligent video analytics
0M
200M
400M
600M
800M
1,000M
2016 2020
74%
97%
2010 2011 2012 2013 2014 2015 2016
Accuracy
Image Classification
Human
Deep Learning
Hand-coded CV
6. 6
AI CITY NEEDS
AN EDGE TO CLOUD ARCHITECTURE
Parking entrance
Law enforcement
Traffic management
Airport security
Resource optimization
Public safety
CAMERA
ON-PREM SERVER
CLOUD
7. 7
NVIDIA METROPOLIS —
AI CITY EDGE TO CLOUD
CLOUD
Training and Inference
EDGE AND ON-PREMISES
Inference
Camera NVR Server
JETSON TESLA DGX
TENSORRT Ÿ DEEPSTREAM Ÿ JETPACK
8. 8
NEW NVIDIA TENSORRT 3
DRIVE PX 2
JETSON TX2
NVIDIA DLA
TESLA P4
TensorRT
TESLA V100
Programmable Inference Accelerator
Compile and Optimize Neural Networks | Support for Every Framework
Optimize for Each Target Platform
9. 9
VIDEO STRUCTURED DESCRIPTION
Human:
male female wear glasses
riding backpack handbag
Vehicle:
driver
driver’s sun visor
copilot
copilot’s sun visor
safe belt fastened/not
phone calling