| { | |
| "model_name": "DeepFake Detector V15", | |
| "version": "15.0", | |
| "architecture": "Self-Learning with Web Search", | |
| "base": "Swin-Large (197M) + Adapter (1.5M)", | |
| "total_parameters": "198.5M", | |
| "features": [ | |
| "Self-learning from user feedback", | |
| "EWC continual learning", | |
| "SerpAPI reverse image search", | |
| "Serper.dev text search", | |
| "Progressive improvement" | |
| ], | |
| "backbone": "swin_large_patch4_window7_224", | |
| "preprocessing": { | |
| "image_size": 224, | |
| "mean": [ | |
| 0.485, | |
| 0.456, | |
| 0.406 | |
| ], | |
| "std": [ | |
| 0.229, | |
| 0.224, | |
| 0.225 | |
| ] | |
| }, | |
| "training_config": { | |
| "ewc_lambda": 10000, | |
| "learning_rate": 5e-06, | |
| "batch_size": 8, | |
| "retrain_threshold": 50 | |
| }, | |
| "lineage": [ | |
| "V12", | |
| "V13", | |
| "V14", | |
| "V15" | |
| ] | |
| } |