Classes provide templates for objects by defining attributes and behaviors. An object is an instance of a class that holds specific state through its attribute values. Classes in C# can contain fields to store data, properties for encapsulated access to fields, methods to implement behaviors, and constructors to initialize objects. Constructors are special methods that are called when an object is instantiated and assign initial field values.