# Module: manual_run ## Purpose Ad-hoc script for manual training operations. Contains commented-out alternatives and a hardcoded workflow for copying model weights and exporting. ## Public Interface No functions or classes. Script-level code only. ## Internal Logic - Contains commented-out calls to `Augmentator().augment_annotations()`, `train.train_dataset()`, `train.resume_training()`. - Active code: references a specific model date (`2025-05-18`), removes intermediate epoch checkpoint files, copies `best.pt` to `CURRENT_PT_MODEL`, then calls `train.export_current_model()`. - Serves as a developer convenience script for one-off training/export operations. ## Dependencies - `constants` — models_dir, prefix, CURRENT_PT_MODEL - `train` — export_current_model - `augmentation` — Augmentator (imported, usage commented out) - `glob`, `os`, `shutil` (stdlib) ## Consumers None (standalone script). ## Data Models None. ## Configuration Hardcoded model date: `2025-05-18`. ## External Integrations Filesystem operations on `/azaion/models/`. ## Security None. ## Tests None.