@ndronen  Then how about the sequence length of LSTM?, do I need For loops for every image(in this case 10 frames) then input to LSTM. If I am using for loops, how about the backpropagation?. Because most of cases people just train in the LSTM side (Correct me if I am wrong), the CNN just feature generator and fixed with pretrained weight.