Assuming you mean without a vacuum cleaner:
The best way to pick up human hair from the floor is by using a lint roller. You can find these at most stores in the cleaning aisle. Lint rollers are covered in adhesive and will pick up even the smallest hairs. Another option is to use tape, but be sure to use packing or double-sided tape so it doesn't damage your floors.