GTC ON-DEMAND

 
SEARCH SESSIONS
SEARCH SESSIONS

Search All
 
Refine Results:
 
Year(s)

SOCIAL MEDIA

EMAIL SUBSCRIPTION

 
 

GTC ON-DEMAND

Presentation
Media
Abstract:

Miovision presents a video-based traffic analytics system, capable of tracking and classifying vehicles in real time throughout cities. The system leverages Jetson TX2 modules and inferencing to accurately classify vehicles at over 50 frames per second using single-shot multibox detection and DAC, a VGG-based network. We'll cover many of the issues our teams went through to design and implement the system, including data collection, annotation, training, incorporating continuous training, and deep learning iteration. We'll also illustrate how the measured traffic trends were used to reduce congestion and evaluate the health of traffic corridors.

Miovision presents a video-based traffic analytics system, capable of tracking and classifying vehicles in real time throughout cities. The system leverages Jetson TX2 modules and inferencing to accurately classify vehicles at over 50 frames per second using single-shot multibox detection and DAC, a VGG-based network. We'll cover many of the issues our teams went through to design and implement the system, including data collection, annotation, training, incorporating continuous training, and deep learning iteration. We'll also illustrate how the measured traffic trends were used to reduce congestion and evaluate the health of traffic corridors.

  Back
 
Topics:
Computer Vision, Intelligent Video Analytics, Intelligent Machines, IoT & Robotics
Type:
Talk
Event:
GTC Silicon Valley
Year:
2018
Session ID:
S8383
Streaming:
Download:
Share:
 
 
Previous
  • Amazon Web Services
  • IBM
  • Cisco
  • Dell EMC
  • Hewlett Packard Enterprise
  • Inspur
  • Lenovo
  • SenseTime
  • Supermicro Computers
  • Synnex
  • Autodesk
  • HP
  • Linear Technology
  • MSI Computer Corp.
  • OPTIS
  • PNY
  • SK Hynix
  • vmware
  • Abaco Systems
  • Acceleware Ltd.
  • ASUSTeK COMPUTER INC
  • Cray Inc.
  • Exxact Corporation
  • Flanders - Belgium
  • Google Cloud
  • HTC VIVE
  • Liqid
  • MapD
  • Penguin Computing
  • SAP
  • Sugon
  • Twitter
Next