Command line

openmoderate scan ./uploads                      # files, folders (recursive) or URLs
openmoderate scan ./uploads --json               # one JSON object per image
openmoderate scan ./uploads --fail-on-violation  # exit code 1 if anything is flagged (CI, cron)
openmoderate scan img.jpg -t weapons=0.3 --exclude alcohol tobacco
openmoderate scan ./uploads --preset accurate    # larger, more accurate model
openmoderate categories                          # list categories and thresholds
openmoderate download                            # pre-fetch model weights for offline use

Exit codes for scan: 0 success, 1 something was flagged (only with --fail-on-violation), 2 some files could not be read.