Partner Session Qualcomm
Efficient video perception through AI
Fatih PORIKLI, Senior Director, Qualcomm
Video data is abundant and being generated at ever increasing rates. Analyzing video with AI can provide valuable insights and capabilities for many applications ranging from autonomous driving and smart cameras to smartphones, extended reality, and IoT. However, as video resolution and frame rates increase while AI video perception models become more complex, running these workloads in real time is becoming more challenging. This presentation will explore the latest research that is enabling efficient video perception while maintaining neural network model accuracy. You’ll learn about:
How video perception is crucial for understanding the world and making devices smarter
The challenges of on-device real-time video perception at high resolution through AI
Qualcomm AI Research’s latest research and techniques for efficient video perception.