Hibernate is a popular Java ORM tool that allows mapping of Java objects to database tables. It handles common persistence tasks like caching, lazy loading, and dirty checking automatically. Hibernate objects are simple POJOs that follow some conventions for mapping. The SessionFactory manages object-relational mappings and connections to the database, while Sessions represent a single-threaded conversation between the application and database.