Floyd, I agree, they look like an anchor of some sort, possibly a 5 gallon bucket of concrete with a cable attached? Follow the line and it looks like something else possibly attached to the cable also. Yes, it would be nice to have a camera or diver to know what it really is!
And for the guy that didn't know, the unit is a Lowrance HDS.