Muscle fiber types are categorized into slow-twitch (Type I) and fast-twitch (Type II) fibers, each with distinct characteristics and functions. Slow-twitch fibers are more efficient at using oxygen to generate ATP for continuous, extended muscle contractions over a long time, while fast-twitch fibers are better suited for short bursts of strength or speed due to their ability to generate more force quickly.