Jupyter Notebook Segmentation

Open-source Jupyter Notebook projects categorized as Segmentation

Top 13 Jupyter Notebook Segmentation Projects

Segmentation
  1. unet

    unet for image segmentation

  2. SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

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  3. sam-hq

    Segment Anything in High Quality [NeurIPS 2023]

  4. Entity

    EntitySeg Toolbox: Towards Open-World and High-Quality Image Segmentation

  5. eomt

    [CVPR 2025 Highlight] Official code and models for Encoder-only Mask Transformer (EoMT).

    Project mention: DINOv3 | news.ycombinator.com | 2025-08-14

    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

  6. cucim

    cuCIM - RAPIDS GPU-accelerated image processing library

  7. SipMask

    SipMask: Spatial Information Preservation for Fast Image and Video Instance Segmentation (ECCV2020)

  8. ETCI-2021-Competition-on-Flood-Detection

    Experiments on Flood Segmentation on Sentinel-1 SAR Imagery with Cyclical Pseudo Labeling and Noisy Student Training

  9. Deepstream

    yolov3, yolo12, dino, segmenations, face, pose, keypoints on deepstream

  10. SegGradCAM

    SEG-GRAD-CAM: Interpretable Semantic Segmentation via Gradient-Weighted Class Activation Mapping

  11. rankseg

    RankSEG: A consistent ranking-based framework for segmentation

  12. VAE_based_segmentation

    Exploring variational-autoencoder-based semantic segmentation for analyzing CT-scans.

  13. semi-supervised-segmentation-on-graphs

    Semi supervised segmentation on graphs (images and pointclouds). Using Eikonal equation.

  14. Vision-Project-Image-Segmentation

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

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  • A note from our sponsor - SaaSHub
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    SaaSHub helps you find the best software and product alternatives Learn more →

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

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