Research Article
Indian Classical Dance Action Identification and Classification with Convolutional Neural Networks
Table 1
Layer information and parameters of CNN.
| Layer (type) | Function | Output shape |
| Input | | | conv1 | Convolution | | activation_1 | Activation | | conv2 | Convolution | | activation_2 | Activation | | stoch_pooling_1 | Stochastic pooling | | dropout_1 | Dropout | | conv3 | Convolution | | activation_3 | Activation | | conv4 | Convolution | | activation_4 | Activation | | stoch_pooling_2 | Stochastic pooling | | dropout_2 | Dropout | | flatten_1 | Flatten | | dense_1 | Fully connected | | activation_5 | Activation | | dropout_3 | Dropout | | dense_2 | Fully connected | | activation_6 | Activation | | Output | SoftMax regression | |
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