A brief review of the image foundation model pre-training objectives We crave large models, don’t we? The GPT series has proved its ability to revolutionize the NLP world, and everyone is excited to see the same transformation in the computer vision domain. The most popular image foundation models in recent years include SegmentAnything, DINOv2, and many …
7 communication tips that made me a better data scientist When starting in data science, I was hyper-focused on learning Python, Machine Learning, Statistics, etc. While these are necessary, there is another skill that most tend to overlook at their peril—communication. In this article, I discuss why data scientists must be effective communicators and share …
Recently, Disney and Warner Bros Discovery announced an impending Hulu, Disney+, and Max streaming bundle. This comes alongside an impending Netflix, Peacock, and Apple TV+ bundle alongside ESPN, Fox, and Warner Bros Discoverys upcoming sports streaming service. With all of these bundles coming about, it’s easy to see it hearkening back to the days of …
Implement the PCA algorithm from scratch with Python Photo by Volodymyr Hryshchenko on Unsplash Plenty of well-established Python packages (like scikit-learn) implement Machine Learning algorithms such as the Principal Component Analysis (PCA) algorithm. So, why bother learning how the algorithms work under the hood? A deep understanding of the underlying mathematical concepts is crucial for making better decisions …
A breakdown of the math within YOLO Continue reading on Towards Data Science » Read More