Introducing MAIIA, an advanced algorithm meticulously designed for the automated mapping of informal urban settlements through a comprehensive analysis of satellite imagery. Simplifying its integration, MAIIA is distributed via a pre-configured operating system image (through Docker) alongside user-friendly scripts that streamline model training and application, reducing the process to a mere two steps.
The MAIIA algorithm emerges as a transformative solution, enabling the creation and continuous updating of precise maps that outline the location and expanse of informal settlements within urban areas. Leveraging the prowess of open-source technologies like Satproc, Unetseg, and Tensorflow, MAIIA is equipped to seamlessly navigate complex data.
MAIIA stands as a significant advancement aimed at democratizing the use of artificial intelligence (AI) tools. By prioritizing straightforward implementation, it effectively diminishes access barriers, empowering government agencies, researchers, and various stakeholders to leverage its capabilities to tackle their distinct use cases. With a focus on inclusivity and empowerment, MAIIA bolsters urban development efforts and contributes to the broader field of data-driven decision-making.