Nanotechnology, Deep Learning, Artificial Intelligence, Counterfeiting.
(1) The first step begins with each QD security label being imaged with an advanced fluorescence microscope from the manufacturer. Randomly shifting and rotating the image results in a larger dataset of images where the model learns from the emission light and dimensions of the QD. (2) Once the