Tag Machine Learning

Backpropagation: The Backbone of Neural Network Learning

Backpropagation is not merely a technique but the essence of how neural networks learn. This algorithm, foundational to machine learning, enables networks to adjust their internal parameters to perform better over time. In this article, we unravel…

UNet for Image Segmentation

Image segmentation is one of the most crucial tasks in computer vision. Unlike image classification or object detection, segmentation requires labeling each pixel of an image to identify distinct regions or objects. Among the various architectures designed…