Just by browsing the internet, you may have heard or seen of fascinating apps and websites that can generate a seemingly random face of a person within a span of seconds. You may even have tried some out to see what types of faces can be generated. How do they…

A fascinating look into a few important applications of binary classification. Binary classification for deep learning can come in many shapes and forms, such as having a model distinguish between cats and dogs, mean and nice Twitter tweets, positive and bad reviews, and even more. …

Classification seemingly has just endless applications. Introduction When first starting with machine learning, one may encounter the classic cat-dog binary classification model that can classify between cat and dog picture. Though it may seem simple, classification can be used in almost any scenario. Image Classification Image classification is the task of having a…

A description of each type of task and what these terms actually mean. As you’re studying machine learning, you’ve probably came across these vocabulary words one way or another (especially classification, a popular problem type introduced in the beginning stages of ML curriculum). Later on, these other terms may have…

They’re kind of like images, but kind of not. What are light fields, exactly? Light fields describe the amount of light flowing in every direction through every point in 3D space. In other words, this can be interpreted as many cameras taking photos of the same scene at different perspective views. Thus, light fields are…

Introduction Maureen, a retired worker, carefully walked towards her mahogany front door. She felt eager for a morning walk in the sunshine. However, right after she opened the door, she felt one foot run over a shoe. …

A fascinating yet effective strategy for machine learning models to learn- better. Knowledge distillation. In the popular machine learning world, this topic isn’t extremely well-known, for example not as well known as CNNs, or image classification, etc. But it is a critical method that can help, for example, CNNs, classify…

As an avid web dev, I have worked with many tools — but there’s one I recommend the most for anyone looking for an easy way to code+deploy. There are so many tools, languages, IDEs, etc. you can use to build a website. But the easiest I have found so…

A written transcript of a TED talk I completed. What does music, X-rays, language translation, and eye cancer have in common? Well, they all relate to human senses. Our hearing, breathing, speaking, and seeing. And that is correct. But what’s something else they have in common?