Image classification is a combination of technologies: image processing, machine learning and computer vision. In this document we are going to study the classification of animals in Indian scenario by using transfer learning and creating a custom classification model. For transfer learning we have used vgg16, vgg19 and Xception, existing pre-trained networks and compared our results with our custom model. We have made use of database created by our mentor Kanak Manjari.