microsoft / microsoft/GlobalMLBuildingFootprints
Error in building identification in Historical Centre of Naples
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- Dominant language
- Python
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- 2k
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Description
Dear all,
I've noticed that there are several errors in the identification of buildings in historical centers. For instance for Naples, in southern Italy, several buildings are merged into a single huge building not allowing for the correct identification. The following figure depicts the shapefile provided by OpenStreetMap
while the next figure depicts the building in GlobalMLBuildingFootprints (with building heights) superimposed to the OSM shape.
Best regards,
Marco Gaetani
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First steps
- Read the whole issue, then the project's contributing guide.
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Research direction
The report provides Naples examples and two image attachments but names no source files, tests, or entry points. Start by reviewing the attached comparison and the building-footprint generation or evaluation workflow to determine where the merged-building result is produced. Done means establishing a reproducible Naples case and an agreed correction or explanation for the identification errors.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- computer-vision, data
- Issue type
- Bug
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100