Use a Pre-trained Model

Here, we will use the ResNet50 Model. The pre-trained model can classify images into 1000 object categories, such as keyboard, mouse, pencil, animals, etc.

Note that 50 means that the network is 50 layers deep. You can also have a 101 or a 152 layers deep network.

Importing the required libraries

We will import the ResNet50 model from the Keras library. There are many other pre-trained models in the keras.applications module. Check them out here.