| { | |
| "architecture": "tf_efficientnetv2_s_ensemble", | |
| "version": "V12_memory_optimized", | |
| "base_model": "V11 (fine-tuned)", | |
| "v11_repo": "ash12321/deepfake-detector-v11", | |
| "num_models": 3, | |
| "model_types": [ | |
| "balanced", | |
| "balanced", | |
| "balanced" | |
| ], | |
| "dropouts": [ | |
| 0.55, | |
| 0.5, | |
| 0.6 | |
| ], | |
| "learning_rates": [ | |
| 3e-05, | |
| 2.5e-05, | |
| 3.5e-05 | |
| ], | |
| "input_size": [ | |
| 224, | |
| 224 | |
| ], | |
| "num_classes": 2, | |
| "ensemble_method": "average_probabilities", | |
| "batch_size": 16, | |
| "epochs_per_model": 2 | |
| } |