Affine invariants are properties of geometric figures or images that remain unchanged even when affine transformations such as translation, scaling, shearing, and rotation are applied. Understanding affine invariants is crucial in fields like computer vision and pattern recognition where maintaining consistency across different viewing conditions is essential.