This repository provides the necessary code to create your own Google Images Dataset in the form of an interactive Jupyter Notebook. Unlike other downloaders, to the best of my knowledge, this method respects Google's Terms of Service. To be able to run this tutorial you will need to have the latest version of the fastai library installed.
If using conda:
conda update conda
conda install -c fastai fastai
If using pip:
pip install fastai
Credits to Jeremy Howard as co-author and Adrian Rosenbrock's tutorial for inspiration.