config.json

{
  "architecture": "TransferLearning_resnet34",
  "num_classes": 4,
  "dropout_rate": 0.4682019316470914,
  "model_name": "resnet34",
  "input_size": [
    3,
    224,
    224
  ],
  "class_names": [
    "Low Texture",
    "Medium-Low Texture",
    "Medium-High Texture",
    "High Texture"
  ],
  "texture_bins": [
    0.42500000447034836,
    0.6000000238418579,
    0.7750000059604645
  ],
  "best_hyperparameters": {
    "model_name": "resnet34",
    "dropout_rate": 0.4682019316470914,
    "learning_rate": 0.00027817005315620047,
    "weight_decay": 1.4677013775851028e-05,
    "batch_size": 2
  },
  "test_accuracy": 80.0,
  "validation_accuracy": 50.0,
  "automl_trials": 20,
  "transfer_learning": true
}