{
  "model_type": "ensemble",
  "architecture": "deep-svdd + autoencoder",
  "task": "deepfake-detection",
  "ensemble_method": "averaged_scores",
  "models": {
    "deep_svdd": {
      "repo": "ash12321/deep-svdd-anomaly-detection",
      "weight": 0.5,
      "method": "hypersphere_distance",
      "latent_dim": 512
    },
    "autoencoder": {
      "repo": "ash12321/deepfake-autoencoder-cifar10-v2",
      "weight": 0.5,
      "method": "reconstruction_error",
      "latent_dim": 512
    }
  },
  "thresholds": {
    "optimal": 0.1163,
    "conservative": 0.5,
    "sensitive": 0.05
  },
  "recommended_threshold": 0.1163,
  "performance": {
    "accuracy": 0.775,
    "precision": 0.7222,
    "recall": 0.8875,
    "f1": 0.7946,
    "model_agreement": 0.53
  },
  "image_size": 128,
  "input_channels": 3,
  "framework": "pytorch",
  "license": "apache-2.0"
}