LSTM-Based Neural Network to Recognize Human Activities Using Deep Learning Techniques

Table2

proposed LSTM model.

Layer (type)	Output shape	Param #
time_distributed_5 (TimeDistributed)	(None, none, 62, 64)	640
time_distributed_6 (TimeDistributed)	(None, none, 60, 64)	12352
time_distributed_7 (TimeDistributed)	(None, none, 60, 64)	0
time_distributed_8 (TimeDistributed)	(None, none, 30, 64)	0
time_distributed_9 (TimeDistributed)	(None, none, 1920)	0
lstm_1 (LSTM)	(None, 100)	808400
dropout_3 (dropout)	(None, 100)	0
dense_2 (dense)	(None, 100)	10100
dense_3 (dense)	(None, 5)	505