| # Optional dependencies for eval_metrics (Phase 2+). | |
| # Base: numpy, opencv-python, PIL, torch (from main env). | |
| # For run_visual_eval.py (visual_eval_config.yaml) | |
| PyYAML | |
| scikit-image | |
| # For Face / ReID (identity_preservation): | |
| # insightface | |
| # torchreid | |
| # For optical flow (temporal_coherence): | |
| # torchvision with flow extras, or RAFT | |
| # For FVD (temporal_coherence): | |
| # pytorch-fvd or i3d | |
| # For VLM (semantic_consistency): | |
| # transformers / your VLM package | |