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The Top 23 Python Pytorch Segmentation Open Source Projects

Open source projects categorized as Python Pytorch Segmentation
Deep Learning For Image Processing ⭐ 18,759
deep learning for image processing including classification and object-detection etc.
most recent commit 5 months ago
Segmentation_models.pytorch ⭐ 8,226
Segmentation models with pretrained backbones. PyTorch.
dependent packages 49total releases 13most recent commit 5 months agopypi segmentation-models-pytorch} Downloads
Pytorch Unet ⭐ 7,861
PyTorch implementation of the U-Net for image semantic segmentation with high quality images
most recent commit 3 months ago
Mmsegmentation ⭐ 6,974
OpenMMLab Semantic Segmentation Toolbox and Benchmark.
dependent packages 7total releases 46most recent commit 3 months agopypi mmsegmentation} Downloads
Pytorch Cnn Visualizations ⭐ 6,883
Pytorch implementation of convolutional neural network visualization techniques
most recent commit 2 years ago
Gluon Cv ⭐ 5,422
Gluon CV Toolkit
dependent packages 46total releases 1,535most recent commit a year agopypi gluoncv} Downloads
Yolact ⭐ 4,793
A simple, fully convolutional model for real-time instance segmentation.
most recent commit 7 months ago
Nnunet ⭐ 4,608
dependent packages 11total releases 23most recent commit 3 months agopypi nnunet} Downloads
Catalyst ⭐ 3,151
Accelerated deep learning R&D
dependent packages 19total releases 108most recent commit 9 months agopypi catalyst} Downloads
Resnest ⭐ 3,070
ResNeSt: Split-Attention Networks
dependent packages 5total releases 1,081most recent commit a year agopypi resnest} Downloads
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 5 years ago
Pointnet_pointnet2_pytorch ⭐ 2,491
PointNet and PointNet++ implemented by pytorch (pure python) and on ModelNet, ShapeNet and S3DIS.
most recent commit 9 months ago
Imgclsmob ⭐ 2,399
Sandbox for training deep learning networks
dependent packages 9total releases 67most recent commit 2 years 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 year ago
Image_segmentation ⭐ 2,186
Pytorch implementation of U-Net, R2U-Net, Attention U-Net, and Attention R2U-Net.
most recent commit 10 months ago
3d Pointcloud ⭐ 1,940
Papers and Datasets about Point Cloud.
most recent commit 3 months ago
Pointnet.pytorch ⭐ 1,759
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
3dunetcnn ⭐ 1,750
Pytorch 3D U-Net Convolution Neural Network (CNN) designed for medical image segmentation
most recent commit 3 months ago
Pytorch Networks ⭐ 1,740
Pytorch implementation of cnn network
most recent commit 5 months ago
Ailia Models ⭐ 1,708
The collection of pre-trained, state-of-the-art AI models for ailia SDK
most recent commit 3 months ago
Detrex ⭐ 1,644
detrex is a research platform for DETR-based object detection, segmentation, pose estimation and other visual recognition tasks.
most recent commit 5 months ago
Solo ⭐ 1,642
SOLO and SOLOv2 for instance segmentation, ECCV 2020 & NeurIPS 2020.
most recent commit 4 months ago
Danet ⭐ 1,556
Dual Attention Network for Scene Segmentation (CVPR2019)
most recent commit 4 years ago
The 10 Most Depended On Python Pytorch Segmentation Open Source Projects
Segmentation_models.pytorch ⭐ 8,226
Segmentation models with pretrained backbones. PyTorch.
dependent packages 49total releases 13latest release September 19, 2019most recent commit 5 months agopypi segmentation-models-pytorch} Downloads
Gluon Cv ⭐ 5,422
Gluon CV Toolkit
dependent packages 46total releases 1,535latest release February 03, 2023most recent commit a year agopypi gluoncv} Downloads
Catalyst ⭐ 3,151
Accelerated deep learning R&D
dependent packages 19total releases 108latest release April 29, 2022most recent commit 9 months agopypi catalyst} Downloads
Nnunet ⭐ 4,608
dependent packages 11total releases 23latest release September 01, 2021most recent commit 3 months agopypi nnunet} Downloads
Imgclsmob ⭐ 2,399
Sandbox for training deep learning networks
dependent packages 9total releases 67latest release September 21, 2021most recent commit 2 years agopypi pytorchcv} Downloads
Mmsegmentation ⭐ 6,974
OpenMMLab Semantic Segmentation Toolbox and Benchmark.
dependent packages 7total releases 46latest release October 17, 2023most recent commit 3 months agopypi mmsegmentation} Downloads
Pytorch Toolbelt ⭐ 1,458
PyTorch extensions for fast R&D prototyping and Kaggle farming
dependent packages 6total releases 27latest release June 27, 2022most recent commit 3 months agopypi pytorch-toolbelt} Downloads
Resnest ⭐ 3,070
ResNeSt: Split-Attention Networks
dependent packages 5total releases 1,081latest release July 07, 2022most recent commit a year agopypi resnest} Downloads
Ttach ⭐ 879
Image Test Time Augmentation with PyTorch!
dependent packages 5total releases 3latest release July 09, 2020most recent commit 9 months agopypi ttach} Downloads
Tiler ⭐ 26
N-dimensional NumPy array tiling and merging with overlapping, padding and tapering
dependent packages 4total releases 16latest release February 15, 2022most recent commit 2 years agopypi tiler} Downloads
The 10 Latest Releases In Python Pytorch Segmentation Open Source Projects
Mmsegmentation ⭐ 6,974
OpenMMLab Semantic Segmentation Toolbox and Benchmark.
dependent packages 7total releases 46latest release October 17, 2023most recent commit 3 months agopypi mmsegmentation} Downloads
Monailabel ⭐ 496
MONAI Label is an intelligent open source image labeling and learning tool.
total releases 114latest release October 01, 2023most recent commit 3 months ago
Pytorch Tools ⭐ 181
Tool box for PyTorch
total releases 9latest release September 05, 2023most recent commit 3 months ago
Glasses Detector ⭐ 15
Glasses detection, classification and segmentation
total releases 2latest release July 08, 2023most recent commit 3 months ago
Face Crop Plus ⭐ 6
Face aligner and cropper with quality enhancement and attribute parsing
total releases 5latest release June 23, 2023most recent commit 10 months ago
Root_painter ⭐ 45
RootPainter: Deep Learning Segmentation of Biological Images with Corrective Annotation
total releases 19latest release May 08, 2023most recent commit 5 months ago
Gluon Cv ⭐ 5,422
Gluon CV Toolkit
dependent packages 46total releases 1,535latest release February 03, 2023most recent commit a year agopypi gluoncv} Downloads
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