Calculations on boron clusters are carried out using the PBE0 functional and the Gaussian 09 program in conjunction with the 6-311+G basis set. Promolecule densities of the clusters are generated using the Crystal Explorer software. Automation of the Crystal Explorer processes is done via Microsoft's Power automate tool. The convolutional neural network (CNN) models are created using the MATLAB R2021b suite. In house bash/python scripts are also utilized for small data processing tasks. Details are given in the Supplementary Information (SI) file.