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The Top 3,212 Python Segmentation Open Source Projects

Categories > Machine Learning > Segmentation
Jieba ⭐ 26,693
结巴中文分词
dependent packages 301total releases 32most recent commit 2 years agopypi jieba} Downloads
Detectron2 ⭐ 23,483
Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.
dependent packages 3total releases 2most recent commit 7 hours agopypi detectron2} Downloads
Deep Learning For Image Processing ⭐ 13,834
deep learning for image processing including classification and object-detection etc.
most recent commit 8 days ago
Imgaug ⭐ 11,905
Image augmentation for machine learning experiments.
dependent packages 98total releases 11most recent commit a year agopypi imgaug} Downloads
Albumentations ⭐ 11,498
Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125
dependent packages 155total releases 52most recent commit a day agopypi albumentations} Downloads
Labelme ⭐ 9,646
Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).
dependent packages 8total releases 177most recent commit 9 days agopypi labelme} Downloads
Paddledetection ⭐ 9,416
Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.
total releases 8most recent commit 6 hours ago
Pytorch Cnn Visualizations ⭐ 6,883
Pytorch implementation of convolutional neural network visualization techniques
most recent commit 4 months ago
Segmentation_models.pytorch ⭐ 6,687
Segmentation models with pretrained backbones. PyTorch.
dependent packages 34total releases 10most recent commit 13 days agopypi segmentation-models-pytorch} Downloads
Paddleseg ⭐ 6,327
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.
dependent packages 2total releases 8most recent commit 3 hours agopypi paddleseg} Downloads
Pytorch Unet ⭐ 6,283
PyTorch implementation of the U-Net for image semantic segmentation with high quality images
most recent commit 16 days ago
Pkuseg Python ⭐ 6,001
pkuseg多领域中文分词工具; The pkuseg toolkit for multi-domain Chinese word segmentation
dependent packages 8total releases 22most recent commit 3 months agopypi pkuseg} Downloads
Gluon Cv ⭐ 5,422
Gluon CV Toolkit
dependent packages 44total releases 1,514most recent commit 16 days agopypi gluoncv} Downloads
Mmsegmentation ⭐ 5,111
OpenMMLab Semantic Segmentation Toolbox and Benchmark.
dependent packages 2total releases 30most recent commit 4 hours agopypi mmsegmentation} Downloads
Pyaudioanalysis ⭐ 4,973
Python Audio Analysis Library: Feature Extraction, Classification, Segmentation and Applications
dependent packages 8total releases 23most recent commit 5 months agopypi pyAudioAnalysis} Downloads
Background Matting ⭐ 4,622
Background Matting: The World is Your Green Screen
most recent commit 2 months ago
Yolact ⭐ 4,432
A simple, fully convolutional model for real-time instance segmentation.
most recent commit 5 months ago
Segmentation_models ⭐ 4,095
Segmentation models with pretrained backbones. Keras and TensorFlow Keras.
dependent packages 12total releases 8most recent commit 3 months agopypi segmentation-models} Downloads
Paddlex ⭐ 4,067
PaddlePaddle End-to-End Development Toolkit（『飞桨』深度学习全流程开发工具）
dependent packages 1total releases 54most recent commit 2 months agopypi paddlex} Downloads
Semantic Segmentation Pytorch ⭐ 4,036
Pytorch implementation for Semantic Segmentation/Scene Parsing on MIT ADE20K dataset
most recent commit a year ago
Pointnet ⭐ 3,907
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation
most recent commit 4 months ago
Yolov8_tracking ⭐ 3,831
Real-time multi-object tracking and segmentation using YOLOv8
most recent commit 6 days ago
Nnunet ⭐ 3,119
dependent packages 6total releases 1most recent commit 2 months agopypi nnunet-inference-on-cpu-and-gpu} Downloads
Resnest ⭐ 3,070
ResNeSt: Split-Attention Networks
dependent packages 5total releases 897most recent commit 2 months agopypi resnest} Downloads
Catalyst ⭐ 3,066
Accelerated deep learning R&D
dependent packages 10total releases 108most recent commit 9 days agopypi catalyst} Downloads
Fastmaskrcnn ⭐ 3,041
Mask RCNN in TensorFlow
most recent commit 2 years ago
Segloss ⭐ 2,870
A collection of loss functions for medical image segmentation
most recent commit 7 months ago
Hrnet Semantic Segmentation ⭐ 2,714
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
most recent commit 3 months ago
Detectron.pytorch ⭐ 2,695
A pytorch implementation of Detectron. Both training from scratch and inferring directly from pretrained Detectron weights are available.
most recent commit 3 years ago
Image Segmentation Keras ⭐ 2,600
Implementation of Segnet, FCN, UNet , PSPNet and other models in Keras.
total releases 3most recent commit 3 months ago
Pytracking ⭐ 2,554
Visual tracking library based on PyTorch.
most recent commit 2 months ago
Imgclsmob ⭐ 2,399
Sandbox for training deep learning networks
dependent packages 4total releases 67most recent commit a year agopypi pytorchcv} Downloads
Awesome Semantic Segmentation Pytorch ⭐ 2,399
Semantic Segmentation on PyTorch (include FCN, PSPNet, Deeplabv3, Deeplabv3+, DANet, DenseASPP, BiSeNet, EncNet, DUNet, ICNet, ENet, OCNet, CCNet, PSANet, CGNet, ESPNet, LEDNet, DFANet)
most recent commit a month ago
Semantic Segmentation Suite ⭐ 2,311
Semantic Segmentation Suite in TensorFlow. Implement, train, and test new Semantic Segmentation models easily!
most recent commit 2 years ago
Subword Nmt ⭐ 1,937
Unsupervised Word Segmentation for Neural Machine Translation and Text Generation
dependent packages 13total releases 8most recent commit 5 months agopypi subword-nmt} Downloads
Lanenet Lane Detection ⭐ 1,873
Unofficial implemention of lanenet model for real time lane detection using deep neural network model https://maybeshewill-cv.github.io/lanenet-lane-det
most recent commit 5 months ago
Blenderproc ⭐ 1,830
A procedural Blender pipeline for photorealistic training image generation
total releases 9most recent commit 2 hours ago
Pointnet_pointnet2_pytorch ⭐ 1,796
PointNet and PointNet++ implemented by pytorch (pure python) and on ModelNet, ShapeNet and S3DIS.
most recent commit 5 months ago
Synthtext ⭐ 1,691
Code for generating synthetic text images as described in "Synthetic Data for Text Localisation in Natural Images", Ankush Gupta, Andrea Vedaldi, Andrew Zisserman, CVPR 2016.
most recent commit a year ago
Robosat ⭐ 1,639
Semantic segmentation on aerial and satellite imagery. Extracts features such as: buildings, parking lots, roads, water, clouds
most recent commit 2 years ago
Torch Points3d ⭐ 1,621
Pytorch framework for doing deep learning on point clouds.
most recent commit a year ago
Diffgram ⭐ 1,619
Training Data (Annotation, Catalog, Workflow) for all Data Types (Image, Video, 3D, Text, Geo, Audio, more) at scale.
most recent commit 2 hours ago
Unetplusplus ⭐ 1,614
Official Keras Implementation for UNet++ in IEEE Transactions on Medical Imaging and DLMIA 2018
most recent commit a year ago
Pointnet2 ⭐ 1,588
PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space
most recent commit 3 years ago
Tf_unet ⭐ 1,582
Generic U-Net Tensorflow implementation for image segmentation
most recent commit 3 years ago
3dunetcnn ⭐ 1,559
Pytorch 3D U-Net Convolution Neural Network (CNN) designed for medical image segmentation
most recent commit 5 months ago
Danet ⭐ 1,556
Dual Attention Network for Scene Segmentation (CVPR2019)
most recent commit 2 years ago
Ckiptagger ⭐ 1,513
CKIP Neural Chinese Word Segmentation, POS Tagging, and NER
dependent packages 2total releases 19most recent commit 2 months agopypi ckiptagger} Downloads
Pytorch Networks ⭐ 1,475
Pytorch implementation of cnn network
most recent commit 4 months ago
Chainercv ⭐ 1,459
ChainerCV: a Library for Deep Learning in Computer Vision
most recent commit 2 years ago
Pytorch Toolbelt ⭐ 1,345
PyTorch extensions for fast R&D prototyping and Kaggle farming
dependent packages 5total releases 24most recent commit 9 days agopypi pytorch-toolbelt} Downloads
Deepnlp ⭐ 1,311
Deep Learning NLP Pipeline implemented on Tensorflow
total releases 8most recent commit 5 years ago
Semantic Segmentation ⭐ 1,306
Nvidia Semantic Segmentation monorepo
most recent commit 2 years ago
Pointnet.pytorch ⭐ 1,305
pytorch implementation for "PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation" https://arxiv.org/abs/1612.00593
most recent commit a year ago
Pvt ⭐ 1,289
most recent commit 3 months ago
Paddleslim ⭐ 1,271
PaddleSlim is an open-source library for deep model compression and architecture search.
dependent packages 2total releases 17most recent commit 3 hours agopypi paddleslim} Downloads
Ssl4mis ⭐ 1,269
Semi Supervised Learning for Medical Image Segmentation, a collection of literature reviews and code implementations.
most recent commit 23 days ago
3d Pointcloud ⭐ 1,258
Papers and Datasets about Point Cloud.
most recent commit 4 days ago
Solo ⭐ 1,244
SOLO and SOLOv2 for instance segmentation, ECCV 2020 & NeurIPS 2020.
most recent commit a year ago
Caffe Model ⭐ 1,238
Caffe models (including classification, detection and segmentation) and deploy files for famouse networks
most recent commit 5 years ago
Unet Segmentation Pytorch Nest Of Unets ⭐ 1,236
Implementation of different kinds of Unet Models for Image Segmentation - Unet , RCNN-Unet, Attention Unet, RCNN-Attention Unet, Nested Unet
most recent commit 2 months ago
Ailia Models ⭐ 1,211
The collection of pre-trained, state-of-the-art AI models for ailia SDK
most recent commit 2 hours ago
Meshcnn ⭐ 1,211
Convolutional Neural Network for 3D meshes in PyTorch
most recent commit a year ago
Dgcnn ⭐ 1,179
most recent commit 8 months ago
Imagepy ⭐ 1,179
Image process framework based on plugin like imagej, it is esay to glue with scipy.ndimage, scikit-image, opencv, simpleitk, mayavi...and any libraries based on numpy
total releases 9most recent commit 6 months ago
Pointcnn ⭐ 1,176
PointCNN: Convolution On X-Transformed Points (NeurIPS 2018)
most recent commit a year ago
Niftynet ⭐ 1,170
[unmaintained] An open-source convolutional neural networks platform for research in medical image analysis and image-guided therapy
most recent commit 3 years ago
Medicaldetectiontoolkit ⭐ 1,167
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.
most recent commit 2 months ago
Ml Cvnets ⭐ 1,158
CVNets: A library for training computer vision networks
most recent commit 10 days ago
Itk ⭐ 1,150
Insight Toolkit (ITK) -- Official Repository. ITK builds on a proven, spatially-oriented architecture for processing, segmentation, and registration of scientific images in two, three, or more dimensions.
dependent packages 2total releases 4most recent commit 2 days ago
Yolact_edge ⭐ 1,138
The first competitive instance segmentation approach that runs on small edge devices at real-time speeds.
most recent commit 2 months ago
Torchseg ⭐ 1,106
Fast, modular reference implementation and easy training of Semantic Segmentation algorithms in PyTorch.
most recent commit 3 years ago
Attention Gated Networks ⭐ 1,099
Use of Attention Gates in a Convolutional Neural Network / Medical Image Classification and Segmentation
most recent commit 2 years ago
Tensorflow Fcn ⭐ 1,096
An Implementation of Fully Convolutional Networks in Tensorflow.
most recent commit 5 years ago
Underthesea ⭐ 1,076
Underthesea - Vietnamese NLP Toolkit
dependent packages 4total releases 98most recent commit 10 days agopypi underthesea} Downloads
Ccnet ⭐ 1,061
CCNet: Criss-Cross Attention for Semantic Segmentation (TPAMI 2020 & ICCV 2019).
most recent commit 2 years ago
Panet ⭐ 1,054
PANet for Instance Segmentation and Object Detection
most recent commit 4 years ago
Openseg.pytorch ⭐ 1,052
The official Pytorch implementation of OCNet series and SegFix.
most recent commit 6 months ago
Training_extensions ⭐ 1,040
Trainable models and NN optimization tools
most recent commit 2 hours ago
Unet Family ⭐ 1,029
Paper and implementation of UNet-related model.
most recent commit 3 years ago
Deeplabv3plus Pytorch ⭐ 1,010
Pretrained DeepLabv3 and DeepLabv3+ for Pascal VOC & Cityscapes
most recent commit 3 months ago
Ternausnet ⭐ 1,008
UNet model with VGG11 encoder pre-trained on Kaggle Carvana dataset
most recent commit 3 months ago
Natasha ⭐ 1,007
Solves basic Russian NLP tasks, API for lower level Natasha projects
dependent packages 3total releases 17most recent commit 11 days agopypi natasha} Downloads
Paddlevit ⭐ 951
🤖 PaddleViT: State-of-the-art Visual Transformer and MLP Models for PaddlePaddle 2.0+
most recent commit 5 months 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 13most recent commit 3 months ago
Mmrazor ⭐ 929
OpenMMLab Model Compression Toolbox and Benchmark.
total releases 4most recent commit 6 hours ago
Res2net Pretrainedmodels ⭐ 924
(ImageNet pretrained models) The official pytorch implemention of the TPAMI paper "Res2Net: A New Multi-scale Backbone Architecture"
most recent commit 2 months ago
Drn ⭐ 916
Dilated Residual Networks
most recent commit 3 years ago
Slicer ⭐ 915
Multi-platform, free open source software for visualization and image computing.
most recent commit 7 hours ago
Medicalzoopytorch ⭐ 896
A pytorch-based deep learning framework for multi-modal 2D/3D medical image segmentation
most recent commit a year ago
Extremenet ⭐ 885
Bottom-up Object Detection by Grouping Extreme and Center Points
most recent commit 4 years ago
Slicergitsvnarchive ⭐ 883
Multi-platform, free open source software for visualization and image computing.
most recent commit 3 years ago
Ultrasound Nerve Segmentation ⭐ 882
Deep Learning Tutorial for Kaggle Ultrasound Nerve Segmentation competition, using Keras
most recent commit 4 years ago
Image_segmentation ⭐ 880
Pytorch implementation of U-Net, R2U-Net, Attention U-Net, and Attention R2U-Net.
most recent commit 3 years ago
Kittiseg ⭐ 852
A Kitti Road Segmentation model implemented in tensorflow.
most recent commit 5 years ago
Semseg ⭐ 845
Semantic Segmentation in Pytorch
most recent commit 2 years ago
Pixellib ⭐ 828
Visit PixelLib's official documentation https://pixellib.readthedocs.io/en/latest/
dependent packages 1total releases 22most recent commit 6 months agopypi pixellib} Downloads
Xmem ⭐ 808
[ECCV 2022] XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory Model
most recent commit 4 months ago
Deeplab_v3 ⭐ 797
Tensorflow Implementation of the Semantic Segmentation DeepLab_V3 CNN
most recent commit a year ago
Alfred ⭐ 790
alfred-py: A deep learning utility library for **human**, more detail about the usage of lib to: https://zhuanlan.zhihu.com/p/341446046
total releases 104most recent commit 2 months ago
1-100 of 3,212 projects
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