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BUG: Face Recognition Clustering Performance Bottleneck #350

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priyankeshh opened this issue Feb 19, 2025 · 1 comment · May be fixed by #354
Open
2 tasks done

BUG: Face Recognition Clustering Performance Bottleneck #350

priyankeshh opened this issue Feb 19, 2025 · 1 comment · May be fixed by #354

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@priyankeshh
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Is there an existing issue for this?

  • I have searched the existing issues

What happened?

The current implementation runs DBSCAN clustering after every 5 photos, causing performance issues with large photo collections.

Current issues:
- Frequent re-clustering causes unnecessary computational overhead
- No batch processing for multiple uploads
- Potential memory issues with large datasets
- No progress indication during clustering

Impact:
- Poor performance with large photo collections
- High resource usage
- Suboptimal user experience during bulk uploads

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@priyankeshh
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I'd like to work on this issue

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