Top 23 Python Segmentation Projects

Segmentation

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1. segmentation_models.pytorch

   1 14 11,061 8.9 Python

   Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.

   

2. Stream

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3. boxmot

   2 8 7,801 9.7 Python

   BoxMOT: Pluggable SOTA multi-object tracking modules modules for segmentation, object detection and pose estimation models

   

4. nnUNet

   3 11 7,574 7.6 Python

   

5. pointnet

   4 1 5,184 0.0 Python

   PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation

   

6. segmentation_models

   5 8 4,877 2.6 Python

   Segmentation models with pretrained backbones. Keras and TensorFlow Keras.

   

7. Pointnet_Pointnet2_pytorch

   6 3 4,501 0.0 Python

   PointNet and PointNet++ implemented by pytorch (pure python) and on ModelNet, ShapeNet and S3DIS.

   

8. pointnet2

   7 2 3,454 0.0 Python

   PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space

   

9. InfluxDB

   www.influxdata.com featured

   InfluxDB – Built for High-Performance Time Series Workloads. InfluxDB 3 OSS is now GA. Transform, enrich, and act on time series data directly in the database. Automate critical tasks and eliminate the need to move data externally. Download now.

   

10. segment-geospatial

    8 3 3,435 6.9 Python

    A Python package for segmenting geospatial data with the Segment Anything Model (SAM)

    

11. BlenderProc

    9 15 3,291 6.4 Python

    A procedural Blender pipeline for photorealistic training image generation

    

12. HRNet-Semantic-Segmentation

    10 1 3,263 0.0 Python

    The OCR approach is rephrased as Segmentation Transformer: https://arxiv.org/abs/1909.11065. This is an official implementation of semantic segmentation for HRNet. https://arxiv.org/abs/1908.07919

    

13. UNetPlusPlus

    11 2 2,546 3.8 Python

    [IEEE TMI] Official Implementation for UNet++

    

14. LISA

    12 3 2,485 3.2 Python

    Project Page for "LISA: Reasoning Segmentation via Large Language Model"

    

15. detrex

    13 4 2,242 4.6 Python

    detrex is a research platform for DETR-based object detection, segmentation, pose estimation and other visual recognition tasks.

    

16. comic-translate

    14 5 2,199 9.8 Python

    Desktop app for automatically translating comics - BDs, Manga, Manhwa, Fumetti and more in a variety of formats (Image, Pdf, Epub, cbr, cbz, etc) and in multiple languages.

    

    Project mention: Comic Translate: Unleash the Power of GPT-4 for Flawless Global Comic Translation | dev.to | 2025-11-13

    View the Project on GitHub

17. cellpose

    15 1 1,951 9.4 Python

    a generalist algorithm for cellular segmentation with human-in-the-loop capabilities

    

18. ml-cvnets

    16 4 1,920 4.8 Python

    CVNets: A library for training computer vision networks

    

19. XMem

    17 11 1,915 4.1 Python

    [ECCV 2022] XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory Model

    

20. vocal-remover

    18 6 1,717 6.1 Python

    Vocal Remover using Deep Neural Networks

    

21. mmrazor

    19 4 1,626 0.0 Python

    OpenMMLab Model Compression Toolbox and Benchmark.

    

22. pytorch-toolbelt

    20 1 1,560 6.3 Python

    PyTorch extensions for fast R&D prototyping and Kaggle farming

    

23. image-background-remove-tool

    21 16 1,520 5.7 Python

    ✂️ Automated high-quality background removal framework for an image using neural networks. ✂️

    

24. medicaldetectiontoolkit

    22 2 1,338 0.0 Python

    The Medical Detection Toolkit contains 2D + 3D implementations of prevalent object detectors such as Mask R-CNN, Retina Net, Retina U-Net, as well as a training and inference framework focused on dealing with medical images.

    

25. sd-webui-inpaint-anything

    23 10 1,274 7.4 Python

    Inpaint Anything extension performs stable diffusion inpainting on a browser UI using masks from Segment Anything.

    

26. SaaSHub

    www.saashub.com featured

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

    

Python Segmentation related posts

• Instance segmentation of small objects in grainy drone imagery

  8 projects | /r/computervision | 9 Dec 2023

• 12-Jun-2023

  3 projects | /r/dailyainews | 12 Jun 2023

• Segment Anything in High Quality

  1 project | /r/aigamedev | 10 Jun 2023

• Segment Anything in High Quality

  2 projects | /r/StableDiffusion | 8 Jun 2023

• GitHub - SysCV/sam-hq: Segment Anything in High Quality

  1 project | /r/StableDiffusion | 8 Jun 2023

• Anyone using segment-geospatial?

  1 project | /r/gis | 28 Apr 2023

• Where to even begin to extract yellow spots from these pictures?

  1 project | /r/MLQuestions | 2 Apr 2023
• A note from our sponsor - Stream
  getstream.io | 16 Nov 2025

  Stream helps developers build engaging apps that scale to millions with performant and flexible Chat, Feeds, Moderation, and Video APIs and SDKs powered by a global edge network and enterprise-grade infrastructure. Learn more →

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