Python Segmentation

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

Segmentation

  1. albumentations

    Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

    Project mention: Albumentations: Fast and flexible image augmentation library | news.ycombinator.com | 2025-02-22

  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.

    InfluxDB logo

  3. segmentation_models.pytorch

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

  4. boxmot

    BoxMOT: pluggable SOTA tracking modules for segmentation, object detection and pose estimation models

  5. nnUNet

  6. pointnet

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

  7. segmentation_models

    Segmentation models with pretrained backbones. Keras and TensorFlow Keras.

  8. Pointnet_Pointnet2_pytorch

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

  9. SaaSHub

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

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  10. segment-geospatial

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

  11. pointnet2

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

  12. 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

  13. BlenderProc

    A procedural Blender pipeline for photorealistic training image generation

  14. UNetPlusPlus

    [IEEE TMI] Official Implementation for UNet++

  15. LISA

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

    Project mention: SamGIS - Alcuni appunti su Segment Anything | dev.to | 2024-05-27

    LISA

  16. detrex

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

  17. ml-cvnets

    CVNets: A library for training computer vision networks

  18. XMem

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

  19. 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: Show HN: Instantly Translate Manga – TranslateManga | news.ycombinator.com | 2025-02-26

    In addition to lots of commercial competition, there's also a halfway decent open source comic translation app that uses automatic OCR + LLMs (byok).

    https://github.com/ogkalu2/comic-translate

  20. vocal-remover

    Vocal Remover using Deep Neural Networks

  21. cellpose

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

  22. mmrazor

    OpenMMLab Model Compression Toolbox and Benchmark.

  23. pytorch-toolbelt

    PyTorch extensions for fast R&D prototyping and Kaggle farming

  24. image-background-remove-tool

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

  25. 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.

  26. SaaSHub

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

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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 albumentations 14,908
2 segmentation_models.pytorch 10,440
3 boxmot 7,287
4 nnUNet 6,690
5 pointnet 4,965
6 segmentation_models 4,840
7 Pointnet_Pointnet2_pytorch 4,085
8 segment-geospatial 3,284
9 pointnet2 3,251
10 HRNet-Semantic-Segmentation 3,229
11 BlenderProc 3,064
12 UNetPlusPlus 2,435
13 LISA 2,191
14 detrex 2,153
15 ml-cvnets 1,859
16 XMem 1,848
17 comic-translate 1,730
18 vocal-remover 1,670
19 cellpose 1,620
20 mmrazor 1,588
21 pytorch-toolbelt 1,541
22 image-background-remove-tool 1,490
23 medicaldetectiontoolkit 1,326

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