How to create your own datasets for machine learning ?

Urwa Muaz
2 min readAug 7, 2021

Building your own datasets in few hours.

Photo by Arseny Togulev on Unsplash

This post lists downs resources with scripts that can be used to create your own text and image datasets. More stuff will be added to this post in time.

Image Datasets

Photo by Soragrit Wongsa on Unsplash

Road image dataset from Open Street Cam

Find Code here

This notebook does the following:

  • Get geo coordinates along the roads in New york from new york streets shape file
  • Uses these coordinates to extract relevant track ids from open street cam
  • Extracts and saves images from these track ids.

Road image dataset from Google Street View

Find Code Here

This notebook does the following:

  • Get geo coordinates along the roads in Newyork from new york streets shape file
  • Uses these coordinates to extract images from google street view

Get Faces from Flickr based on…

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