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Something smaller and a little art deco perhaps?
Like:
https://www.creativepoppypatterns.com/lesley-teare-designs-deco-rose-lady-cross-stitch-xml-555_259-2808.html

It isnt exactly right but the simpler lines may work well with the base.

Yes, I agree..it does need to go Art Deco.