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Top 13 Jupyter Notebook Segmentation Projects
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You can pretty much use it as a drop-in replacement for anything built on top of DINOv2. E.g. if you want to fine-tune a segmentation model you can use EoMT[0] which uses DINOv2 as backbone and replace the backbone with DINOv3. If you just want to run it you can give LightlyTrain a spin [1]. There should also be support in the original EoMT repo soon. The methods in the DINOv3 paper focus on frozen backbones which are usually faster to train but might have lower performance than full fine-tuning.
[0]: https://github.com/tue-mps/eomt
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SipMask
SipMask: Spatial Information Preservation for Fast Image and Video Instance Segmentation (ECCV2020)
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ETCI-2021-Competition-on-Flood-Detection
Experiments on Flood Segmentation on Sentinel-1 SAR Imagery with Cyclical Pseudo Labeling and Noisy Student Training
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SegGradCAM
SEG-GRAD-CAM: Interpretable Semantic Segmentation via Gradient-Weighted Class Activation Mapping
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VAE_based_segmentation
Exploring variational-autoencoder-based semantic segmentation for analyzing CT-scans.
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semi-supervised-segmentation-on-graphs
Semi supervised segmentation on graphs (images and pointclouds). Using Eikonal equation.
Jupyter Notebook Segmentation discussion
Jupyter Notebook Segmentation related posts
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Segment Anything & QGIS?
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Meta introduced SAM, how can this change the game?
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Nvidia создала алгоритм для обнаружения наводнений, а в России рассмотрят закон о регулировании рекомендательных систем. Дайджест последних событий из мира ИИ.
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[P] Semi Supervised Segmentation on Graphs using Eikonal Equation with PyOpenCl backend.
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semi supervised segmentation on images using eikonal equation with pyopencl backend.
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Show HN: Semi-Supervised-Segmentation-on-Graphs
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[P] Feedback on my technical report
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A note from our sponsor - SaaSHub
www.saashub.com | 12 Jul 2026
Index
What are some of the best open-source Segmentation projects in Jupyter Notebook? This list will help you:
| # | Project | Stars |
|---|---|---|
| 1 | unet | 4,932 |
| 2 | sam-hq | 4,241 |
| 3 | Entity | 1,045 |
| 4 | eomt | 611 |
| 5 | cucim | 463 |
| 6 | SipMask | 337 |
| 7 | ETCI-2021-Competition-on-Flood-Detection | 181 |
| 8 | Deepstream | 120 |
| 9 | SegGradCAM | 107 |
| 10 | rankseg | 30 |
| 11 | VAE_based_segmentation | 21 |
| 12 | semi-supervised-segmentation-on-graphs | 5 |
| 13 | Vision-Project-Image-Segmentation | 0 |