The present disclosure describes a method of quantifying analyte levels using gold nanoparticles. The present disclosure also describes a device to quantify analyte levels using gold nanoparticles and image processing of pixels isolated from a single vector. The methods, devices, and systems of the disclosure can be used to quantify analytes such as luteinizing hormone, progesterone, estradiol, or testosterone.