Yes. If you want your business to be the importer of record when importing eyewear, including sunglasses, optical and reading glasses, then you must register with the FDA. This is a cost of $5,546 USD per year (as of FY2021). You can find a detailed guide on how to register here.
Alternatively, Badaboom is registered with the FDA and can import eyewear on your behalf.