Concrete Crack Image Classification

  • Tech Stack: Python, Keras-VGG16, ResNet, numpy, pandas
  • Github URL: Project Link

Using data augmentation on training and validation data sets and defining CNN and transfer learning models with Keras-VGG16, and ResNet

Calculating Confusion matrix, AUC, ROC, Accuracy, Precision, and Recall and analyzing changing epochs, batch size, and algorithm run time