Satlas

Satlas is an innovative AI tool that helps users investigate and understand the changes happening around our planet through detailed satellite imagery.

Developed by the Allen Institute for AI, also known as AI2, Satlas allows users to dive into the Earth’s transformations by analyzing satellite images enhanced with AI. This powerful tool makes it easy to track changes in different areas, such as marine infrastructure, renewable energy projects, and even tree cover. For instance, you could explore how offshore wind farms are expanding in places like China and Denmark, witness deforestation in the Amazon Rainforest, or see logging activities in Washington State and wind farms sprouting up in Scotland.

One of the standout features of Satlas is its Super-Resolution capability. This cool technology takes low-quality satellite images and boosts them to high-resolution, giving you a clearer view of specific locations, no matter where they are globally. When you zoom in, you'll be amazed at how many details are revealed, thanks to the sophisticated AI models that underpin this feature. These models are built using advanced architectures and learning techniques, trained on a massive dataset called SatlasPretrain, which includes over 30 terabytes of imagery and 300 million labeled pieces of information.

What's great about Satlas is that it offers its AI-generated geospatial datasets for free. This means you can download the data and analyze it offline at your convenience. Additionally, the team shares AI models and training labels, which opens up opportunities for further exploration and research in this field. The team behind Satlas is dedicated to pushing the boundaries of computer vision, hoping to create AI systems that can truly understand and make sense of our world.

In summary, Satlas is a remarkable resource for anyone interested in exploring Earth's changes through AI-enhanced satellite imagery, providing essential insights into the ongoing transformations of our planet.