Fresh shrimp should be firm, translucent, and have a mild smell. If it has a fishy smell, smells like ammonia, is slimy or mushy, or looks faded, it is most likely spoiled shrimp. If your shrimp seems bad, do not taste it to check if it is still good. Throw it out immediately.