[D] Detecting when football players take a shot on goal (3DCNN)
Join Tim Scarfe, Karol Zak, Tess Ferrandez and Hamid Reza Vaezi joze on a discussion of 3D CNNs for action detection (shots) in football games. We explain our baseline approach (2D CNN), interview Hamid and learn some background of 3DCNNS and then go through our new code (C3D pretrained on Sports1M dataset) in detail explaining the results. We didn’t yet try the I3D but expect it to be even better.
This should be of interest to anyone who is interested in learning the basics of action detection in videos.