From Our Blog

Insights, updates, and stories from our team

Open buildings data in China - how good is it? Testing on our benchmark

Jan 16, 2026

Open buildings data in China - how good is it? Testing on our benchmark

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.

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Simplify it! Endless story about the automatic Building polygons

Dec 10, 2025

Simplify it! Endless story about the automatic Building polygons

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?

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Mapflow Imagery Search

Nov 14, 2025

Mapflow Imagery Search

🚀 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?

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How we approached a foundational model and ended up with a detector...

Dec 12, 2024

How we approached a foundational model and ended up with a detector...

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...

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How to run bulk processing for feature extraction with Mapflow API

Sep 5, 2023

How to run bulk processing for feature extraction with Mapflow API

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.

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Segment Anything with Mapflow

Jul 7, 2023

Segment Anything with Mapflow

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.

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European Urban Green Patterns

Feb 26, 2023

European Urban Green Patterns

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.

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How to process your own UAV imagery with Mapflow

Dec 16, 2022

How to process your own UAV imagery with Mapflow

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.

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Being a SaaS (Small Analytics company) in the Earth Observation market

Aug 31, 2022

Being a SaaS (Small Analytics company) in the Earth Observation market

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…

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