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Python Segmentation

Open-source Python projects categorized as Segmentation
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Top 23 Python Segmentation Projects

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Segmentation

  1. segmentation_models.pytorch

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

  2. InfluxDB

    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.

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  3. boxmot

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

  4. nnUNet

  5. pointnet

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

  6. segmentation_models

    Segmentation models with pretrained backbones. Keras and TensorFlow Keras.

  7. Pointnet_Pointnet2_pytorch

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

  8. pointnet2

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

  9. Stream

    Stream - Scalable APIs for Chat, Feeds, Moderation, & Video. 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.

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  10. segment-geospatial

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

  11. HRNet-Semantic-Segmentation

    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

  12. BlenderProc

    A procedural Blender pipeline for photorealistic training image generation

  13. UNetPlusPlus

    [IEEE TMI] Official Implementation for UNet++

  14. LISA

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

  15. detrex

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

  16. comic-translate

    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

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

  18. ml-cvnets

    CVNets: A library for training computer vision networks

  19. XMem

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

  20. vocal-remover

    Vocal Remover using Deep Neural Networks

  21. mmrazor

    OpenMMLab Model Compression Toolbox and Benchmark.

  22. pytorch-toolbelt

    PyTorch extensions for fast R&D prototyping and Kaggle farming

  23. image-background-remove-tool

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

  24. medicaldetectiontoolkit

    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

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

  26. SaaSHub

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

    SaaSHub logo
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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Index

What are some of the best open-source Segmentation projects in Python? This list will help you:

# Project Stars
1 segmentation_models.pytorch 11,061
2 boxmot 7,801
3 nnUNet 7,574
4 pointnet 5,184
5 segmentation_models 4,877
6 Pointnet_Pointnet2_pytorch 4,501
7 pointnet2 3,454
8 segment-geospatial 3,435
9 HRNet-Semantic-Segmentation 3,297
10 BlenderProc 3,291
11 UNetPlusPlus 2,546
12 LISA 2,485
13 detrex 2,242
14 comic-translate 2,199
15 cellpose 1,951
16 ml-cvnets 1,920
17 XMem 1,915
18 vocal-remover 1,717
19 mmrazor 1,626
20 pytorch-toolbelt 1,560
21 image-background-remove-tool 1,520
22 medicaldetectiontoolkit 1,338
23 sd-webui-inpaint-anything 1,274

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