microsoft / microsoft/GlobalMLBuildingFootprints
Incorrect Building Detections in Saudi Arabian Desert Areas
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- Dominant language
- Python
- Stars
- 2k
- Forks
- 277
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Description
During analysis of Overture data we found multiple 'buildings' located on desert area in Saudi Arabia.
Location: Various desert regions in Saudi Arabia
Data Source: Overture Data
https://explore.overturemaps.org/#14.12/22.69729/48.11377
Contributor guide
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First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
Start with the linked Overture map and the three attached images, then review how reported building detections in the Saudi Arabian desert are represented in this repository. No repository file, test, or correction workflow is named; done should be defined as confirming the false positives and identifying the project-supported way to address them.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- data, machine-learning
- Issue type
- Bug
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 30/100