Technology & Spatial Analysis

MIT-City Pulse Classifiers for Lisbon

Using a Visual Language Model QWEN2.8B we processed street image data from Lisbon. The grid of images

The scores of MIT’s citypulse scoring the 8 attributes with values 0-10 are shown by colors

Of curiosity is the map for “wealthy” perception

With a little ML101 … the clusters of Lisbon

EU City Pulse Dashboards

1. https://github.com/Al-Sad/Social-Pose/Data/example.gif
2. https://github.com/CityPulse
3. https://www.ikomia.ai/blog/deep-sort-object-tracking-guide