Description: Full PAIDF AnomalyGen pipeline — fine-tune on a new anomaly dataset, generate synthetic anomaly images (SDG), evaluate quality (nn_score), and search per-sample (guidance, crop_ratio) parameters. Three modes: full (Phase 0→7: finetune then generate), finetune_only (Phase 0→1: train only), inference_only (Phase 0, 2→7: generate from an existing checkpoint). Use when the user asks to “fine-tune AnomalyGen”, “generate anomaly images”, “run PAIDF SDG”, “evaluate SDG output quality”, “run per-sample search”, or run any part of the AnomalyGen pipeline, even if they only mention one phase.
Lines: 374 | Code: 66 | Dir: paidf-anomalygen
name: paidf-anomalygen
license: Apache-2.0
compatibility: Requires docker + nvidia-container-toolkit and a CUDA GPU. Pulls the metropolis_sdg.paidf_anomalygen image declared in versions.yaml a…