The original concept of this notebook was based on a Machine Learning (intern) candidate tech challenge from the Toronto startup 500px. When I first saw the posting, it was at the beginning of my 3 month career pivot into Deep Learning and I thought this challenge would be a great way for me to benchmark my progress once I get started. You can read more about my career transition journey on Medium and a revised/updated version on LinkedIn. Although, I didn't follow through with providing the entire final output of the challenge, I'm quite satisfied that I've successfully completed it and consider it a demonstration of my current knowledge and capability. Prior to starting this challenge, I completed Fast.ai: Practical Deep Learning - Part 1. Read through my blog post to see my reading material - Deep Learning Reading List.