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Often, CNN+LSTM architectures require a TimeDistributed version of CNNs - one CNN architecture acting on several time-distributed inputs, and then fed into an LSTM.
Invoking the argument
time_distributed=True
shall create a TimeDistributed version of resnet, withnb_time_steps
versions of the resnet, the input_shape having been specified as(nb_time_steps, nb_rows, nb_cols, nb_channels)
.