{ "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" ] }