Updated table with extra rules cleaned

Updated table with K-shot column removed and extra rules cleaned

Add model card metadata to README.md

Add large files: memory bank and checkpoint data

Add scripts, results, and visualization archive

Add core libraries: anomalib, dinov2, open_clip_local

Add basic Python scripts and documentation

Initial setup: LFS and gitignore configuration