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Image Segmentation Python Packages

Python packages with the GitHub topic image-segmentation. Sorted by relevance, with stars and monthly downloads.
qubvel-org
segmentation-models-pytorch

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

765K 12K 2K
open-mmlab
mmsegmentation

OpenMMLab Semantic Segmentation Toolbox and Benchmark.

55K 10K 3K
loli
medpy

Medical image processing in Python

35K 618 145
catalyst-team
catalyst

Accelerated deep learning R&D

22K 3K 400
qubvel
segmentation-models

Segmentation models with pretrained backbones. Keras and TensorFlow Keras.

17K 5K 1K
seung-lab
kimimaro

Skeletonize densely labeled 3D image segmentations with TEASAR. (Medial Axis Transform)

17K 202 29
nipreps
smriprep

Structural MRI PREProcessing (sMRIPrep) workflows for NIPreps (NeuroImaging PREProcessing tools)

11K 164 46
cleanlab
cleanvision

Automatically find issues in image datasets and practice data-centric computer vision.

10K 1K 82
clEsperanto
pyclesperanto

GPU-accelerated Image Processing library for Python

9K 57 8
seung-lab
tinybrain

Image pyramid generation for grayscale and segmentation image resize.

9K 11 0
BloodAxe
pytorch-toolbelt

PyTorch extensions for fast R&D prototyping and Kaggle farming

8K 2K 126
jasmcaus
caer

High-performance Vision library in Python. Scale your research, not boilerplate.

6K 810 108
isarandi
rlemasklib

Manipulate run-length-encoded image masks

6K 25 8
mstorath
pottslab

Unsupervised multilabel image segmentation (color/gray/multichannel) based on the Potts model (aka piecewise constant Mumford-Shah model)

4K 113 17
qubvel
d3m-segmentation-models-pytorch

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

3K 12K 2K
qubvel
segmentation-models-pytorch-deepflash2

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

3K 12K 2K
PaddlePaddle
paddleseg

Easy-to-use image segmentation library with awesome pre-trained model zoo, supporting wide-range of practical tasks in Semantic Segmentation, Interactive Segmentation, Panoptic Segmentation, Image Matting, 3D Segmentation, etc.

3K 9K 2K
open-edge-platform
otx

OpenVINO™ Training Extensions: Train, Evaluate, Optimize, Deploy Computer Vision Models via OpenVINO™

3K 1K 468
petercorke
machinevision-toolbox-python

Machine vision toolbox for Python

2K 198 30
BiaPyX
biapy

Open source Python library for building bioimage analysis pipelines

2K 198 41
orthoseg
orthoseg

Train your own neural networks to segment orthophotos.

2K 46 4
martibosch
detectree

Tree detection from aerial imagery in Python.

2K 278 38
SauravMaheshkar
samv2

CPU compatible fork of the official SAMv2 implementation aimed at more accessible and documented tutorials

2K 86 13
rybakov-ks
particleanalyzer

SEM Image Analysis Tool

2K 18 4
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