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The Top 23 Segmentation Open Source Projects

Open source projects categorized as Segmentation
Categories > Machine Learning > Segmentation
Yolact_edge ⭐ 1,138
The first competitive instance segmentation approach that runs on small edge devices at real-time speeds.
most recent commit a year ago
Snake ⭐ 1,111
Code for "Deep Snake for Real-Time Instance Segmentation" CVPR 2020 oral
most recent commit 8 months ago
Torchseg ⭐ 1,106
Fast, modular reference implementation and easy training of Semantic Segmentation algorithms in PyTorch.
most recent commit 4 years ago
Attention Gated Networks ⭐ 1,099
Use of Attention Gates in a Convolutional Neural Network / Medical Image Classification and Segmentation
most recent commit 3 years ago
Tensorflow Fcn ⭐ 1,096
An Implementation of Fully Convolutional Networks in Tensorflow.
most recent commit 6 years ago
Natasha ⭐ 1,085
Solves basic Russian NLP tasks, API for lower level Natasha projects
dependent packages 9total releases 19most recent commit 7 months agopypi natasha} Downloads
Ccnet ⭐ 1,061
CCNet: Criss-Cross Attention for Semantic Segmentation (TPAMI 2020 & ICCV 2019).
most recent commit 3 years ago
Panet ⭐ 1,054
PANet for Instance Segmentation and Object Detection
most recent commit 5 years ago
Openseg.pytorch ⭐ 1,052
The official Pytorch implementation of OCNet series and SegFix.
most recent commit 2 years ago
Unet Family ⭐ 1,029
Paper and implementation of UNet-related model.
most recent commit 4 years ago
Batchgenerators ⭐ 1,013
A framework for data augmentation for 2D and 3D image classification and segmentation
dependent packages 22total releases 16most recent commit 3 months agopypi batchgenerators} Downloads
Deeplabv3plus Pytorch ⭐ 1,010
Pretrained DeepLabv3 and DeepLabv3+ for Pascal VOC & Cityscapes
most recent commit a year ago
Ternausnet ⭐ 1,008
UNet model with VGG11 encoder pre-trained on Kaggle Carvana dataset
total releases 1most recent commit a year ago
Semanticsegmentation_dl ⭐ 983
Resources of semantic segmantation based on Deep Learning model
most recent commit 4 years ago
Autophrase ⭐ 978
AutoPhrase: Automated Phrase Mining from Massive Text Corpora
total releases 3most recent commit 2 years ago
Miccai Opensourcepapers ⭐ 959
MICCAI 2019-2023 Open Source Papers
most recent commit 6 months ago
Paddlevit ⭐ 951
🤖 PaddleViT: State-of-the-art Visual Transformer and MLP Models for PaddlePaddle 2.0+
most recent commit 2 years ago
Xmnlp ⭐ 940
xmnlp：提供中文分词, 词性标注, 命名体识别，情感分析，文本纠错，文本转拼音，文本摘要，偏旁部首，句子表征及文本相似度计算等功能
total releases 14most recent commit a year ago
Setr ⭐ 931
[CVPR 2021] Rethinking Semantic Segmentation from a Sequence-to-Sequence Perspective with Transformers
most recent commit a year ago
Discogan Pytorch ⭐ 928
PyTorch implementation of "Learning to Discover Cross-Domain Relations with Generative Adversarial Networks"
most recent commit 6 years ago
Awesome Diffusion Models In Medical Imaging ⭐ 923
Diffusion Models in Medical Imaging (Published in Medical Image Analysis Journal)
most recent commit 3 months ago
Drn ⭐ 916
Dilated Residual Networks
most recent commit 4 years ago
Pythainlp ⭐ 902
Thai Natural Language Processing in Python.
dependent packages 51total releases 101most recent commit 3 months agopypi pythainlp} Downloads
The 10 Most Depended On Segmentation Open Source Projects
Cellpose Napari ⭐ 33
napari plugin for cellpose (see www.cellpose.org) - an anatomical segmentation tool
dependent packages 1total releases 5latest release November 04, 2021most recent commit 10 months agopypi cellpose-napari} Downloads
Itkmorphologicalcontourinterpolation ⭐ 25
An implementation of morphological contour interpolation
dependent packages 1total releases 5latest release December 16, 2022most recent commit a year agopypi itk-morphologicalcontourinterpolation} Downloads
Lungmask ⭐ 576
Automated lung segmentation in CT
dependent packages 1total releases 7latest release November 01, 2023most recent commit 3 months agopypi lungmask} Downloads
Fafbseg Py ⭐ 12
Tools to work with the FlyWire and Google segmentations of the FAFB EM dataset. Fully interoperable with navis.
dependent packages 1total releases 33latest release November 14, 2023most recent commit 3 months agopypi fafbseg} Downloads
Yolo_tracking ⭐ 5,907
BoxMOT: pluggable SOTA tracking modules for segmentation, object detection and pose estimation models
dependent packages 1total releases 46latest release November 13, 2023most recent commit a month agopypi boxmot} Downloads
Supervisely ⭐ 433
Supervisely SDK for Python - convenient way to automate, customize and extend Supervisely Platform for your computer vision task
dependent packages 1total releases 732latest release December 11, 2023most recent commit 3 months agopypi supervisely} Downloads
Omnipose ⭐ 69
Omnipose: a high-precision solution for morphology-independent cell segmentation
dependent packages 1total releases 15latest release October 23, 2023most recent commit 3 months agopypi omnipose} Downloads
Pyransac 3d ⭐ 436
A python tool for fitting primitives 3D shapes in point clouds using RANSAC algorithm
dependent packages 1total releases 8latest release July 24, 2021most recent commit 5 months agopypi pyransac3d} Downloads
The 10 Latest Releases In Segmentation Open Source Projects
Ocrd_tesserocr ⭐ 38
Run tesseract with the tesserocr bindings with @OCR-D's interfaces
total releases 40latest release October 25, 2022most recent commit 8 months ago
Kelp O Matic ⭐ 10
Segmentation Tools for Remotely Sensed RPAS Imagery
total releases 28latest release October 24, 2022most recent commit 3 months ago
Clodsa ⭐ 81
total releases 52latest release October 19, 2022most recent commit 3 years ago
Surface Distance ⭐ 380
Library to compute surface distance based performance metrics for segmentation tasks.
total releases 1latest release October 17, 2022most recent commit a year ago
Nashi ⭐ 15
Some bits of javascript to transcribe scanned pages using PageXML
total releases 45latest release October 17, 2022most recent commit a year ago
Ctc Segmentation ⭐ 192
Segment an audio file and obtain utterance alignments. (Python package)
dependent packages 2total releases 21latest release October 11, 2022most recent commit 2 years agopypi ctc-segmentation} Downloads
Cluster_tools ⭐ 30
Distributed segmentation for bio-image-analysis
dependent packages 1total releases 9latest release October 07, 2022most recent commit 9 months ago
Geocoding ⭐ 210
:globe_with_meridians: 地理编码技术，提供地址标准化和相似度计算。
total releases 2latest release September 30, 2022most recent commit 5 months ago
Building Footprint Segmentation ⭐ 86
Building footprint segmentation from satellite and aerial imagery
total releases 6latest release September 30, 2022most recent commit 8 months ago
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