Neural Networks with Keras Cookbook

How to do it...

In this section, we will code the strategy that we defined prior (the code file is available as Gender classification.ipynb in GitHub):

1. Download the dataset:

$ wget https://d1p17r2m4rzlbo.cloudfront.net/wp-content/uploads/2017/04/a943287.csv

2. Load the dataset and inspect its content:

import pandas as pd, numpy as npfrom skimage import io# Location of file is /content/a943287.csv# be sure to change to location of downloaded file on your machinedata = pd.read_csv('/content/a943287.csv')data.head() 

A sample of some of the key fields in the dataset is as follows:

3. Fetch 1,000 male images and 1,000 female images from the URL ...