Nature of Code / Exercise 3: Datasets

For this week’s assignment, I decided to think of a dataset that I would like to use with a supervised learning machine learning algorithm and want to concentrate on finding patterns and similarity within images. At first I looked at the Instagram API because I wanted to try to find ‘magazine covers’ from the feed without hashtags or geotags, but since the Instagram users own their images, there seems to be a lot of restrictions. So I remembered from another class that the Smithsonian API could also be used to explore the images and through that I found the Cooper Hewitt API, which seems to format the data as JSON files. Below is an example of how they used colors to classify the pieces in the museum.