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cnn-arabic-handwritten

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cnn_arabic_handwritten
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cnn-arabic-handwritten
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{
    "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
}