Mobile Deep Learning with TensorFlow Lite, ML Kit and Flutter

Initializing the caption dataset

In the steps presented in this section, we'll be importing the required modules for the project and loading the dataset into the memory. Let's begin with importing the required modules, as follows:

1. Import the necessary libraries as follows:

import numpy as npimport pandas as pdimport nltkfrom nltk.corpus import stopwordsimport reimport stringimport pickleimport matplotlib.pyplot as plt%matplotlib inline

You can see that there are a number of modules and sub-modules we'll be using in this project. They're all important at some point in the operation of the model and so are the helper modules, in essence. We will import more modules specific to building the model in the next step.

2. Import Keras and the sub-modules, ...