Table 1 Parameter settings.
From: Remote sensing image description based on word embedding and end-to-end deep learning
End-to-end Model | |
|---|---|
Encoding-Bi-LSTM | |
Neural unit | 150 |
Dropout | 0.5 |
Decoding-LSTM | |
Neural unit | 200 |
Dropout | 0.25 |
Decoding-IndRNN | |
Neural unit | 32/64 |
Dropout | 0.25 |
Recurrent dropout | 0 |
End-to-end | |
Learning rate | 0.001 |
Optimizer | RMS |
