How Machines Interpret the Visual World
How Machines Interpret the Visual World Umer Sufyan 17 March 2022 Visual Computers empower machines to “see”.People have the endowment of vision, and the organ that makes it conceivable is perplexing. In spite of the fact that it’s not comparable with the significant long-distance vision of birds or the eyes of a bluebottle butterfly, which […]
Maintaining Model Accuracy Over Time: A Guide to Data Drift and Concept Drift
In the ever-evolving realm of machine learning, models are trained on historical data to make predictions about future events. However, the world is dynamic, and data distributions can change over time, leading to a decline in model performance. This phenomenon, often called “drift,” can manifest in two primary forms: data drift and concept drift. Understanding […]