MobileNet with Keras

MobileNet was trained on ImageNet data. We can implement MobileNet using the pre-trained weights for the model by using the Keras application class. Inside the Keras application, you can find a lot of pre-trained models for use. You can go through the documentation of the Keras application at https://keras.io/applications/.

So, let's get started! First, obviously, we will import the required dependencies:

import keras
from keras.preprocessing import image
from keras.applications import imagenet_utils
from keras.models import Model
from keras.applications.mobilenet import preprocess_input

import numpy as np
import argparse
import matplotlib.pyplot as plt

The Keras preprocessing provides a class such as the ImageDataGenerator class which helps to draw batches of images from the dataset. Our next job is to fetch the model weights and graph. The download...