Terminology mistake #18
Description
Your model is different from ConvLSTM proposed in this paper: https://arxiv.org/abs/1506.04214, where 2D-LSTM is applied to output of each convolution layer in a CNN, usually used for pixel-level video prediction.
This implementation should be called CNN-LSTM.