| Model: "sequential_1" | |
| _________________________________________________________________ | |
| Layer (type) Output Shape Param # | |
| ================================================================= | |
| conv2d_4 (Conv2D) (None, 48, 48, 64) 640 | |
| batch_normalization_4 (Bat (None, 48, 48, 64) 256 | |
| chNormalization) | |
| activation_4 (Activation) (None, 48, 48, 64) 0 | |
| max_pooling2d_4 (MaxPoolin (None, 24, 24, 64) 0 | |
| g2D) | |
| conv2d_5 (Conv2D) (None, 24, 24, 128) 204928 | |
| batch_normalization_5 (Bat (None, 24, 24, 128) 512 | |
| chNormalization) | |
| activation_5 (Activation) (None, 24, 24, 128) 0 | |
| max_pooling2d_5 (MaxPoolin (None, 12, 12, 128) 0 | |
| g2D) | |
| conv2d_6 (Conv2D) (None, 12, 12, 512) 590336 | |
| batch_normalization_6 (Bat (None, 12, 12, 512) 2048 | |
| chNormalization) | |
| activation_6 (Activation) (None, 12, 12, 512) 0 | |
| max_pooling2d_6 (MaxPoolin (None, 6, 6, 512) 0 | |
| g2D) | |
| conv2d_7 (Conv2D) (None, 6, 6, 512) 2359808 | |
| batch_normalization_7 (Bat (None, 6, 6, 512) 2048 | |
| chNormalization) | |
| activation_7 (Activation) (None, 6, 6, 512) 0 | |
| max_pooling2d_7 (MaxPoolin (None, 3, 3, 512) 0 | |
| g2D) | |
| flatten (Flatten) (None, 4608) 0 | |
| dense (Dense) (None, 256) 1179904 | |
| batch_normalization_8 (Bat (None, 256) 1024 | |
| chNormalization) | |
| activation_8 (Activation) (None, 256) 0 | |
| dropout (Dropout) (None, 256) 0 | |
| dense_1 (Dense) (None, 512) 131584 | |
| batch_normalization_9 (Bat (None, 512) 2048 | |
| chNormalization) | |
| activation_9 (Activation) (None, 512) 0 | |
| dropout_1 (Dropout) (None, 512) 0 | |
| dense_2 (Dense) (None, 9) 4617 | |
| ================================================================= | |
| Total params: 4479753 (17.09 MB) | |
| Trainable params: 4475785 (17.07 MB) | |
| Non-trainable params: 3968 (15.50 KB) | |
| _________________________________________________________________ | |