Python
visual-layer/fastdup
fastdup is a powerful, free tool designed to rapidly generate valuable insights from image and video datasets. It helps enhance the quality of both images and labels, while significantly reducing data operation costs, all with unmatched scalability.
★ 1.9k
Stars
95 forks · 30 open issues
flat
Growth · measured
Stars counted between two of our own snapshots roughly a week apart. The repository page gives the exact span.
18.4
Momentum / 100
see the breakdown below
4y ago
Created
last push 2mo ago
Star history
How this score was built
| Component | Weight | Earned | Why |
|---|---|---|---|
| Velocity | 55 | 0.0 | flat, log-scaled against a 750/day ceiling |
| Acceleration | 15 | 0.0 | needs 7-day and 30-day rates side by side |
| Freshness | 15 | 8.8 | last push 2mo ago; decays to zero at 180 days |
| Scale | 15 | 9.5 | 1.9k stars, log-scaled against 150k — stops a 3-star repo topping the board |
| Momentum | 100 | 18.4 | sum of the above |
Detail
| Topics | data-augmentationdata-curationdatasetdeep-learningimageimage-analysisimage-classficationimage-classificationimage-duplicate-detectionimage-processingimage-similaritymachine-learningnovelty-detectionobject-detectionoutlier-detectionpythonvisual-searchvisualizationvisualization-tools |
| Matched on | Computer Vision (object-detection) |
| Short window | +0 stars over 7 days = 0.0/day |
| Long window | +2 stars over 26 days = 0.1/day |
| Lifetime average | 1.17 stars/day over 1,639 days |
| First seen here | 2026-10-11 |
| Last read | 2d ago |