Tuck this 2 lb bag of colossal raw shrimp into your freezer for lots of delicious possibilities. Inside the resealable bag, you'll find plump shrimp that's already peeled and deveined â plus, the tails are removed as well. Totaling 32-40 shrimp in all, there's more than enough to make your favorite recipes, from ceviche to jambalaya. To thaw from frozen, place the bag in the refrigerator overnight, or for a faster method, into cold running water for a few minutes.