The applications of computer vision and more specifically object detection are far reaching with uses in healthcare, finance, and… — The applications of computer vision and more specifically object detection are far reaching with uses in healthcare, finance, and transportation. …

Autoencoders are fundamental to creating simpler representations. In this article, we create an autoencoder with PyTorch! — Autoencoders are fundamental to creating simpler representations of a more complex piece of data. They use a famous encoder-decoder architecture that allows for the network to grab key features of the piece of data. …

In this article, I go present a summary and analysis of the famous Normalized Cuts and Image Segmentation paper. — Abstract In this paper, a detailed summary and analysis over Shi and Malik’s paper on Normalized Cuts and Image Segmentation. Each section covers a summary and analysis of the respective portion of the original paper. The original paper can be found here: https://people.eecs.berkeley.edu/~malik/papers/SM-ncut.pdf

2D Convolutions are instrumental when creating convolutional neural networks or just for general image processing filters such as blurring… — 2D Convolutions are instrumental when creating convolutional neural networks or just for general image processing filters such as blurring, sharpening, edge detection, and many more. They are based on the idea of using a kernel and iterating through an input image to create an output image. If you are new…

Understand GANs Mathematically through the Minimax and Wasserstein Loss Functions — Abstract Generative Adversarial Networks have become a large deal within the machine learning world. In this paper we take a look at the full mathematical source behind how generative adversarial networks work. …

A brief and understandable introduction to Generative Adversarial Networks — Abstract With data becoming increasingly more important in the world of machine learning and data science, researchers have developed systems known to generate data from scratch. These systems are known as Generative Adversarial Networks or GANs. …

With the rise of computer science in the world around us, the field of software development is seeming to have more of an impact on the… — With the rise of computer science in the world around us, the field of software development is seeming to have more of an impact on the medical field and COVID-19 than we originally thought. Data scientists and software developers from all around the world have developed a variety of tools…

In this article, you will be learning about the underlying framework of the ultimate UIs in Python. Stay Tuned! — Just Recently I was trying to create a UI for my facial recognition-based attendance tracker so that it would be easier for general users to use. I reasonably guessed based on some prior knowledge, that there would be some really nice library like how Java has JavaFX. …