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This code is for the paper "Two-Stage Hierarchical Pruning (THP-CNN) of Convolutional Neural Networks for Rapid Pathogenic Bacterial Detection Using High-Resolution Colony Images in Intensive Care Units". Please remember to cite the paper when using this code. Thank you very much.