File size: 787 Bytes
c9721cb | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 | {
"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"
]
} |