Category: Machine Learning

Long-term vs. Short-term Predictions in Machine Learning

When building a machine learning model, one of the most common questions is whether to opt for long-term or short-term predictions. In other words, should you build a model that forecasts an event tomorrow or a month from now? Our article will demystify this critical decision-making process. We’ll walk you through a strategic approach that […]

Written by on Jan 27, 2024

Unleashing the Power of Open-Source Geospatial Data

Information is power, and geospatial data plays a vital role in various fields, including urban planning, transportation, environmental studies, and more. With the advent of machine learning, the demand for high-quality geospatial datasets has grown exponentially.  In the midst of this, you will find a lot of tools and product owners that will ask for […]

Written by on Oct 10, 2023

Spatial Explanations: Unlocking Insights with Occlusions

Spatial Explanations with Occlusions: In computer vision, businesses must grasp the workings of image models to fully leverage visual data. Our simple method called spatial explanations with occlusions, helps achieve a deeper understanding. By employing spatial occlusions across images, this technique unveils critical areas that significantly influence the model’s predictions.” What to do with these […]

Written by on Aug 2, 2023