Python · MIT
xiaoyufenfei/Efficient-Segmentation-Networks
Lightweight models for real-time semantic segmentationon PyTorch (include SQNet, LinkNet, SegNet, UNet, ENet, ERFNet, EDANet, ESPNet, ESPNetv2, LEDNet, ESNet, FSSNet, CGNet, DABNet, Fast-SCNN, ContextNet, FPENet, etc.)
★ 1k
Stars
165 forks · 21 open issues
+1.0/wk
Growth · measured
Stars counted between two of our own snapshots roughly a week apart. The repository page gives the exact span.
9.8
Momentum / 100
see the breakdown below
7y ago
Created
last push 2y ago
Star history
How this score was built
| Component | Weight | Earned | Why |
|---|---|---|---|
| Velocity | 55 | 1.1 | +1.0/wk, log-scaled against a 750/day ceiling |
| Acceleration | 15 | 0.0 | needs 7-day and 30-day rates side by side |
| Freshness | 15 | 0.0 | last push 2y ago; decays to zero at 180 days |
| Scale | 15 | 8.7 | 1k stars, log-scaled against 150k — stops a 3-star repo topping the board |
| Momentum | 100 | 9.8 | sum of the above |
Detail
| Topics | camvidcityscapescomputer-visiondriving-scene-understandingefficient-segmentation-networksimage-segmentationlightweight-semantic-segmentationneural-networkspytorchreal-time-semantic-segmentationscene-understandingsegmentationsemantic-segmentationsemantic-segmentation-models |
| Matched on | Computer Vision (image-segmentation) |
| Short window | +1 stars over 7 days = 0.1/day |
| Long window | +0 stars over 26 days = 0.0/day |
| Lifetime average | 0.39 stars/day over 2,586 days |
| First seen here | 2026-10-11 |
| Last read | 2d ago |