Intel Image classification dataset contains 25000 images under 6 different categories. The dataset could be found here: https://www.kaggle.com/datasets/puneet6060/intel-image-classification
Images are classified using transfer learning technique. A pretrained VGG-16 model has been used and identity blocks - a feature of the residual networks has been used to reduce vanishing gradient problem.