| { | |
| "model_type": "cnn_arabic_handwritten", | |
| "num_classes": 28, | |
| "architecture": { | |
| "conv1": { | |
| "in_channels": 1, | |
| "out_channels": 8, | |
| "kernel_size": 3, | |
| "padding": 1 | |
| }, | |
| "conv2": { | |
| "in_channels": 8, | |
| "out_channels": 16, | |
| "kernel_size": 3, | |
| "padding": 1 | |
| }, | |
| "conv3": { | |
| "in_channels": 16, | |
| "out_channels": 32, | |
| "kernel_size": 3, | |
| "padding": 1 | |
| }, | |
| "conv4": { | |
| "in_channels": 32, | |
| "out_channels": 64, | |
| "kernel_size": 3, | |
| "padding": 1 | |
| }, | |
| "dropout_rates": { | |
| "drop1": 0.3, | |
| "drop2": 0.3, | |
| "drop3": 0.3, | |
| "drop4": 0.3 | |
| }, | |
| "activation_fn": "ReLU", | |
| "kernel_initializer": "he_normal" | |
| }, | |
| "input_shape": [ | |
| 1, | |
| 32, | |
| 32 | |
| ], | |
| "num_parameters": 26444 | |
| } |