Introduction to Gradient Decent
The gradient decent approach is used in many algorithms to minimize loss functions. In this introduction we will see how exactly a gradient descent works.… Read More »Introduction to Gradient Decent
This rubric focuses on computer vision, and how computers can gain high-level understanding from data derived from digital images or videos. Topics also include haptics and other examples of computer sensory input, as well as concepts such as generative adversarial networks and AI-driven image recognition.
The gradient decent approach is used in many algorithms to minimize loss functions. In this introduction we will see how exactly a gradient descent works.… Read More »Introduction to Gradient Decent
JavaView(http://www.javaview.de/) is a 3D geometry viewer and a mathematical visualization software known since 90x. The program is written in Java, and enables a smooth integration… Read More »Stunning 3D visualization with JavaView
Background As part of my PhD work, I recently had to analyze any dataset(s) of my interest and present findings. I ended up conducting a… Read More »Simple Correlational Analysis on Socioeconomic Factors Impacting Covid-19 Outbreak in US Counties
The power of deep learning paired with collaborative human intelligence to increase the quality of crop cultivation imagery through super resolution. The Problem The focus in… Read More »Enhancing Satellite Imagery Through Super-Resolution
I dropped out of university as a literature major in the 1980s. (I needed time to find myself.) Before I left, I read The Histories… Read More »Herodotus Event Data Object – Glimpse Inside
If you’ve spent any time with modeling data, you’ll know that there are many pitfalls to be had when it comes to data presentation (I… Read More »Misleading Graphs Part 2: Ladders, Spaghetti, and Other Ways to Ruin a Graph
The next task in your calendar, the ranking position of your favorite sport team in the league, the contact list in your cell phone, all… Read More »Essential Programming | Sorting Algorithms
This article was written by Joyce Xu. With the rise of autonomous vehicles, smart video surveillance, facial detection and various people counting applications, fast and… Read More »Deep Learning for Object Detection: A Comprehensive Review
Bernouilli lattice processes may be one of the simplest examples of point processes, and can be used as an introduction to learn about more complex… Read More »Bernoulli Lattice Models – Connection to Poisson Processes
by Mike Thurber and John Elder, Ph.D. By tracking anonymized mobile phone location data and COVID-19 case reports for many countries with different policies, we studied… Read More »Lockdowns Knock Down the Spread of COVID-19, but Only to a Point (and only early on)