Data Science Austria

Brain Tumour Segmentation using Pyramid Scene Parsing (PSPNet)

Doing cool things with data! Introduction Cancer is one of the deadliest diseases faced by mankind since ancient times. Almost 30% of the population of the world succumbs to cancer every year. If the tumour is detected in early stages , the chances of survival increase drastically. Deep Learning (CNN) has … Read moreBrain Tumour Segmentation using Pyramid Scene Parsing (PSPNet)

This AI Can Detect Image Manipulation, And Might Well Be Our Savior

Much has been written and discussed about the threat of image manipulation on our society. As deepfakes and AI-powered image editing continue to grow in usage, it’s only a matter of time before seeing is no longer believing. The ramifications of this would be catastrophic. Edited videos of politicians could … Read moreThis AI Can Detect Image Manipulation, And Might Well Be Our Savior

Brilliant Jerks, Crazy Hotties, and Other Artifacts of Range Restriction

When people write about Steve Jobs, they mention that he was brilliant but caustic: he could instantly solve design problems that had bedeviled his team for months, but he’d summarily fire people for minor mistakes. Since a lot of people want to be like Steve Jobs, and since being a … Read moreBrilliant Jerks, Crazy Hotties, and Other Artifacts of Range Restriction

Conversational AI: Design & Build a Contextual Assistant- Part 2

What can you do, Coop? Since the primary purpose of the assistant, let’s name it Coop, is to book awesome vacations, Coop requires key pieces of information from the user in order to do so. For the purpose of this article, let’s assume Coop only needs the number of people, the … Read moreConversational AI: Design & Build a Contextual Assistant- Part 2

I used machine learning to predict an Ultimate Frisbee tournament and it kinda worked

How well did I do? Now that the tournament is over and the fantasy points have been tallied, we can look back and see how good my picks were and whether my model was useful. Here are the results of the tournament: Women’s division Women’s pool play results. In Pools A-C, the … Read moreI used machine learning to predict an Ultimate Frisbee tournament and it kinda worked