GTC ON-DEMAND

 
SEARCH SESSIONS
SEARCH SESSIONS

Search All
 
Refine Results:
 
Year(s)

SOCIAL MEDIA

EMAIL SUBSCRIPTION

 
 

GTC ON-DEMAND

Autonomous Vehicles
Presentation
Media
Multimodal Affects Analysis: The Future of the Autonomous Vehicle In-Cabin Experience
Abstract:
Autonomous vehicles will require in-cabin sensing to respond to user activities and emotional states. This session will provide an overview of Affectiva's Emotion AI technology to redefine the in-cabin experience. We will describe the progression of unimodal analysis of face and voice emotions to the fusion of these modalities to detect affective states, such as frustration. This process employs techniques such as deep learning-based spatio-temporal modeling, in addition to large-scale natural datasets -- made larger still by cross-domain augmentation -- to develop AI systems that can detect these affective states.
 
Topics:
Autonomous Vehicles, Deep Learning & AI Frameworks, AI Application, Deployment & Inference
Type:
Talk
Event:
GTC Silicon Valley
Year:
2019
Session ID:
S9466
Streaming:
Download:
Share: