State the scope limit: face swaps, not AI-generated images

Bundle training curves, logs and leakage report for the dashboard

v2: three-backbone ensemble with corruption-matched augmentation

v1: two-backbone ensemble (ResNet50+VGG16), calibrated, TTA-evaluated

initial commit