What are the advantages and challenges of using 3D convolutions for action recognition in videos, and how does the Kinetics dataset contribute to this field of research?
Wednesday, 22 May 2024 by EITCA Academy
Advantages and Challenges of Using 3D Convolutions for Action Recognition in Videos Advantages 1. Spatio-Temporal Feature Extraction: One of the primary advantages of using 3D convolutions in action recognition is their ability to simultaneously capture spatial and temporal features. Unlike 2D convolutions, which only process spatial information frame by frame, 3D convolutions operate on a