config.json

{
  "model": {
    "name": "Retinal Disease Classification Model",
    "type": "Image to Text",
    "input_shape": [224, 224, 3],
    "output_shape": [1, "text"],
    "layers": [
      {
        "type": "Conv2D",
        "filters": 32,
        "kernel_size": [3, 3],
        "activation": "relu"
      },
      {
        "type": "MaxPooling2D",
        "pool_size": [2, 2]
      },
      {
        "type": "Conv2D",
        "filters": 64,
        "kernel_size": [3, 3],
        "activation": "relu"
      },
      {
        "type": "MaxPooling2D",
        "pool_size": [2, 2]
      },
      {
        "type": "Flatten"
      },
      {
        "type": "Dense",
        "units": 128,
        "activation": "relu"
      },
      {
        "type": "Dense",
        "units": 1,
        "activation": "sigmoid"
      }
    ],
    "loss": "binary_crossentropy",
    "optimizer": "adam",
    "metrics": ["accuracy"]
  }
}