Use bigger datasets for CNN in hope of better performance. A new data set for sports video classification: sports-1M.

CNN in one frame is about the same as many frames. CNN is good at image but not modeling temporal sequences. The result is not good.

transfer learning for UCF-100 dataset. 

transfer learning code : dhttp://www.cse.ust.hk/TL/index.html

Notes on Large-scale Video Classification with Convolutional Neural Networks,布布扣,bubuko.com

Notes on Large-scale Video Classification with Convolutional Neural Networks