Rapid bacterial colony classification using deep learning

Bacterial colonies infection is one of the causes bloodstream disease, and it can be a fatality. Therefore, medical diagnoses require fast identification classification organisms. Artificial Intelligence with deep learning (DL) now developed as rapid bacterial classification. The research aims to combine support vector machines (SVM). ResNet-101 model DL algorithm extracted image’s features using transfer then classified by SVM classifier. According experimental results, this had 99.61% accuracy, 99.58% recall, precision, 99.97% specificity. technique presented might enhance clinical decision-making.