The growth of highly inhomogeneous samples is presented as a suitable way to investigate the continuous evolution of self-assembled InAs quantum dots as a function of the thickness of deposited material. A single specific sample allowed a direct comparison of the structural and optical properties of the strained islands using atomic-force microscopy and low-temperature photoluminescence.