{
    "model_type": "resnet",
    "input_shape": [224, 224, 3],
    "num_classes": 2,
    "layers": [
        {"type": "resnet152", "output_shape": [7, 7, 2048]},
        {"type": "global_average_pooling2d", "output_shape": [2048]},
        {"type": "dense", "output_shape": [1]}
    ],
    "total_parameters": 58377093
}