"""DeepShield training module (Phase 11).

Subpackages:
    datasets: procurement + preprocessing pipelines for FFPP, DFDC, FFHQ.

Entry points (Phase 11.2+ land here):
    train_convnext.py  calibrate.py  eval.py
"""