Green’s Dictionary of Slang

kelp n.1

also calp
[Turkish calpac, a Turkish and Tartar felt cap]

a hat.

[UK]J. Poulter Discoveries (1774) 30: We jostle him up, and one knocks his Kelp off, and while he lifts his Hand up, his Loag is napp’d. [Ibid.] 43: Calp, Noll, and Smish; Hat, Wig, and Shirt.
[UK]Whole Art of Thieving.
[Aus]Vaux Vocab. of the Flash Lang.
[UK]Egan Grose’s Classical Dict. of the Vulgar Tongue.