Category ID's fix

train.py fix

COCO annotation area fix

fix: gradient checkpointing try/except + notebook full rewrite

fix: 10 critical bugs + 5 warnings from pre-training audit

Complete pipeline — inference, FastAPI, Gradio demo, training scripts