Insights, updates, and stories from our team
Jan 16, 2026
The most significant open building dataset in 2025 (and possibly ever) is "GlobalBuildingAtlas". What's great about this dataset is that it outperforms all others in the number of buildings (2.75 billion) and, in our estimation, also outperforms them in data quality. We tested it on our benchmark over some China urban areas along with the Mapflow model.
Dec 10, 2025
One recurring challenge in the Mapflow Building Footprints scenario is simplification. As soon as the model extracts the mask and vectorizes it, the job starts refining the geometry to "look good". Hmm… "look good". Sounds unclear, doesn't it?
Nov 14, 2025
🚀 We are launching a major update to Mapflow's satellite imagery search. Read more about why Mapflow Search is not yet another commercial imagery marketplace with carts and checkouts?
Dec 12, 2024
Many problems in computer vision have been solved through a target-specific approach – sorting the target class pixels from all the rest. With the rise of foundational models, each pixel is meaningful and can be assigned to the target class just by prompting the model...
Sep 5, 2023
In case you have many areas of interest to process or update, it can be boring to upload them one by one using Web or GIS user tools. In this case, you'd better think about using Mapflow Processing API.
Jul 7, 2023
While studying the META AI foundational model for image segmentation, we decided to try implementing it into the Mapflow platform and adjusting to the geospatial imagery processing workflows on a large scale.
Feb 26, 2023
By using Mapbox satellite basemap and Mapflow AI-Mapping Platform, 45 urban green patterns were generated. From Reykjavik to Valletta, from Dublin to Kyiv, the tree cover for each European capital reflects a unique mix of human-nature interaction.
Dec 16, 2022
We started publishing userguides collecting useful tips on how to work with Geospatial imagery using #Mapflow and some of open source technologies. ❗️Tell us if you have more tips to share with the community or want to suggest other topics to shed the light on – we are ready to help.
Aug 31, 2022
The streaming services that can be integrated into third-party workflows and applications are definitely the new and trending business model. However, the reality is that the major part of this data is still distributed as files. Go on to catch the new fascinating opportunities…