microsoft / microsoft/GlobalMLBuildingFootprints
Trucks on Highways, Rest Areas, and Parking Lots misidentified as Buildings
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- Dominant language
- Python
- Stars
- 2k
- Forks
- 277
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Description
e have identified multiple instances where trucks are incorrectly detected as buildings when they are on highways, rest areas, or parking lots. This issue has been detected across various locations in Europe. The analysis was performed using the Overture dataset.
https://explore.overturemaps.org/#17.64/50.939076/3.919045
https://explore.overturemaps.org/#17.8/50.947586/3.897193
https://explore.overturemaps.org/#16.33/52.310198/17.318454
https://explore.overturemaps.org/#16.74/52.135135/18.633731
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First steps
- Read the whole issue, then the project's contributing guide.
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Research direction
No source files, tests, or entry points are identified in the issue. Start by reviewing the reported Overture dataset locations and images to characterize the truck-as-building false positives across highways, rest areas, and parking lots. Done would require an agreed detection change and verification that these examples are no longer misidentified.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- computer-vision, machine-learning
- Issue type
- Bug
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100