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The Top 23 Python Deep Learning Pytorch Semantic Segmentation Open Source Projects

Open source projects categorized as Python Deep Learning Pytorch Semantic Segmentation
Categories > Machine Learning > Deep Learning
Categories > Machine Learning > Semantic Segmentation
Pytorch Unet ⭐ 7,861
PyTorch implementation of the U-Net for image semantic segmentation with high quality images
most recent commit 4 months ago
Gluon Cv ⭐ 5,422
Gluon CV Toolkit
dependent packages 46total releases 1,535most recent commit a year agopypi gluoncv} Downloads
Imgclsmob ⭐ 2,399
Sandbox for training deep learning networks
dependent packages 9total releases 67most recent commit 2 years agopypi pytorchcv} Downloads
Raster Vision ⭐ 1,956
An open source library and framework for deep learning on satellite and aerial imagery.
dependent packages 7total releases 11most recent commit 3 months agopypi rastervision-pipeline} Downloads
Pytorch Fcn ⭐ 1,628
PyTorch Implementation of Fully Convolutional Networks. (Training code to reproduce the original result is available.)
dependent packages 1total releases 21most recent commit a year agopypi torchfcn} Downloads
Gscnn ⭐ 885
Gated-Shape CNN for Semantic Segmentation (ICCV 2019)
most recent commit 6 months ago
Pixellib ⭐ 828
Visit PixelLib's official documentation https://pixellib.readthedocs.io/en/latest/
dependent packages 1total releases 22most recent commit 2 years agopypi pixellib} Downloads
Efficientformer ⭐ 790
EfficientFormerV2 [ICCV 2023] & EfficientFormer [NeurIPs 2022]
most recent commit 9 months ago
Nncf ⭐ 725
Neural Network Compression Framework for enhanced OpenVINO™ inference
dependent packages 6total releases 16most recent commit 3 months agopypi nncf} Downloads
Mobile Semantic Segmentation ⭐ 677
Real-Time Semantic Segmentation in Mobile device
most recent commit 2 years ago
Pytorch Deeplab Resnet ⭐ 598
DeepLab resnet v2 model in pytorch
most recent commit 8 months ago
Odise ⭐ 590
Official PyTorch implementation of ODISE: Open-Vocabulary Panoptic Segmentation with Text-to-Image Diffusion Models [CVPR 2023 Highlight]
most recent commit 9 months ago
Adaptsegnet ⭐ 586
Learning to Adapt Structured Output Space for Semantic Segmentation, CVPR 2018 (spotlight)
most recent commit 4 years ago
Semseg ⭐ 527
常用的语义分割架构结构综述以及代码复现
most recent commit 5 years ago
Convcrf ⭐ 496
This repository contains the reference implementation for our proposed Convolutional CRFs.
most recent commit 3 years ago
Deeplabv3 ⭐ 388
PyTorch implementation of DeepLabV3, trained on the Cityscapes dataset.
most recent commit 5 years ago
Geoseg ⭐ 382
UNetFormer: A UNet-like transformer for efficient semantic segmentation of remote sensing urban scene imagery, ISPRS. Also, including other vision transformers and CNNs for satellite, aerial image and UAV image segmentation.
most recent commit 7 months ago
Espnetv2 ⭐ 375
A light-weight, power efficient, and general purpose convolutional neural network
most recent commit 3 years ago
Fcn Pytorch ⭐ 366
🚘 Easiest Fully Convolutional Networks
most recent commit 10 months ago
Pywick ⭐ 361
High-level batteries-included neural network training library for Pytorch
total releases 5most recent commit 2 years ago
Advsemiseg ⭐ 307
Adversarial Learning for Semi-supervised Semantic Segmentation, BMVC 2018
most recent commit 6 years ago
Crossformer ⭐ 302
The official code for the paper: https://openreview.net/forum?id=_PHymLIxuI
most recent commit 3 months ago
U2pl ⭐ 289
[CVPR'22] Semi-Supervised Semantic Segmentation Using Unreliable Pseudo-Labels
most recent commit a year ago
The 8 Most Depended On Python Deep Learning Pytorch Semantic Segmentation Open Source Projects
Gluon Cv ⭐ 5,422
Gluon CV Toolkit
dependent packages 46total releases 1,535latest release February 03, 2023most recent commit a year agopypi gluoncv} 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
Raster Vision ⭐ 1,956
An open source library and framework for deep learning on satellite and aerial imagery.
dependent packages 7total releases 11latest release October 17, 2023most recent commit 3 months agopypi rastervision-pipeline} Downloads
Nncf ⭐ 725
Neural Network Compression Framework for enhanced OpenVINO™ inference
dependent packages 6total releases 16latest release November 16, 2023most recent commit 3 months agopypi nncf} Downloads
Midv 500 Models ⭐ 23
Model for document segmentation trained on the midv-500-models dataset.
dependent packages 3total releases 2latest release November 09, 2020most recent commit 3 years agopypi midv500models} Downloads
Pixellib ⭐ 828
Visit PixelLib's official documentation https://pixellib.readthedocs.io/en/latest/
dependent packages 1total releases 22latest release October 11, 2021most recent commit 2 years agopypi pixellib} Downloads
Pytorch Fcn ⭐ 1,628
PyTorch Implementation of Fully Convolutional Networks. (Training code to reproduce the original result is available.)
dependent packages 1total releases 21latest release October 06, 2021most recent commit a year agopypi torchfcn} Downloads
Atomai ⭐ 164
Deep and Machine Learning for Microscopy
dependent packages 1total releases 29latest release September 30, 2023most recent commit 4 months agopypi atomai} Downloads
The 10 Latest Releases In Python Deep Learning Pytorch Semantic Segmentation Open Source Projects
Nncf ⭐ 725
Neural Network Compression Framework for enhanced OpenVINO™ inference
dependent packages 6total releases 16latest release November 16, 2023most recent commit 3 months agopypi nncf} Downloads
Raster Vision ⭐ 1,956
An open source library and framework for deep learning on satellite and aerial imagery.
dependent packages 7total releases 11latest release October 17, 2023most recent commit 3 months agopypi rastervision-pipeline} Downloads
Atomai ⭐ 164
Deep and Machine Learning for Microscopy
dependent packages 1total releases 29latest release September 30, 2023most recent commit 4 months agopypi atomai} 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
Building Footprint Segmentation ⭐ 86
Building footprint segmentation from satellite and aerial imagery
total releases 6latest release September 30, 2022most recent commit 8 months ago
Pywick ⭐ 361
High-level batteries-included neural network training library for Pytorch
total releases 5latest release October 22, 2021most recent commit 2 years ago
Pixellib ⭐ 828
Visit PixelLib's official documentation https://pixellib.readthedocs.io/en/latest/
dependent packages 1total releases 22latest release October 11, 2021most recent commit 2 years agopypi pixellib} Downloads
Pytorch Fcn ⭐ 1,628
PyTorch Implementation of Fully Convolutional Networks. (Training code to reproduce the original result is available.)
dependent packages 1total releases 21latest release October 06, 2021most recent commit a year agopypi torchfcn} 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
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