Image analysis is crucial in nanotechnology because it allows researchers to quantify and characterize the physical properties of nanomaterials. This includes measuring particle size, shape, distribution, and surface textures. Accurate image analysis helps in understanding the material properties and can guide the synthesis and application of nanomaterials in various fields like medicine and electronics.