COMPUTER-IMPLEMENTED METHOD FOR IDENTIFYING AN ORGANIC MOLECULE FROM ATOMIC FORCE MICROSCOPY IMAGES BY GENERATING A TWO-DIMENSIONAL (2D) STRUCTURAL REPRESENTATION OF SAID MOLECULE, COLORED WITH THE RGB (RED, GREEN, BLUE) COLOR SYSTEM, IN THE FORM OF A BALL-AND-STICK IMAGE

Abstract

The invention relates to a computer-implemented method for identifying an organic molecule from Atomic Force Microscopy (AFM) images and generating a two-dimensional structural representation of said organic molecule, colored with the RGB color system, particularly a two-dimensional structural representation colored with the RGB color system in the form of a ball-and-stick image of the atoms and the distance between said atoms, using a Conditional Generative Adversarial Network (CGAN). The present invention is therefore of interest in the areas of nanotechnology, particularly in areas related to on-surface chemical reactions, and therefore of interest for AFM users and manufacturers.

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