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Semantic Segmentation

List of useful codes and papers for weakly supervised Semantic/Instance/Panoptic/Few Shot Segmentation
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Alternatives To Semantic Segmentation
Project NameStarsDownloadsRepos Using ThisPackages Using ThisMost Recent CommitTotal ReleasesLatest ReleaseOpen IssuesLicenseLanguage
Segmentation_models.pytorch8,226pypi segmentation-models-pytorch} Downloads2495 months ago13September 19, 201927mitPython
Segmentation models with pretrained backbones. PyTorch.
Yolact4,793
8 months ago407mitPython
A simple, fully convolutional model for real-time instance segmentation.
Segmentation_models4,514pypi segmentation-models} Downloads12163 months ago8January 10, 2020263mitPython
Segmentation models with pretrained backbones. Keras and TensorFlow Keras.
Paddlex4,510pypi paddlex} Downloads24 months ago54December 10, 2021538apache-2.0Python
PaddlePaddle End-to-End Development Toolkit（『飞桨』深度学习全流程开发工具）
Resnest3,070pypi resnest} Downloads5a year ago1,081July 07, 202258apache-2.0Python
ResNeSt: Split-Attention Networks
Fastmaskrcnn3,041
3 years ago143apache-2.0Python
Mask RCNN in TensorFlow
Image Segmentation Keras2,729
9 months ago3March 27, 2020158mitPython
Implementation of Segnet, FCN, UNet , PSPNet and other models in Keras.
Imgclsmob2,399pypi pytorchcv} Downloads92 years ago67September 21, 20216mitPython
Sandbox for training deep learning networks
Pytorch Networks1,740
5 months ago36Python
Pytorch implementation of cnn network
Paddleslim1,486pypi paddleslim} Downloads43 months ago22December 29, 2022430apache-2.0Python
PaddleSlim is an open-source library for deep model compression and architecture search.
Alternatives To Semantic Segmentation
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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
Resnest ⭐ 3,070
ResNeSt: Split-Attention Networks
dependent packages 5total releases 1,081most recent commit a year agopypi resnest} Downloads
Imgclsmob ⭐ 2,399
Sandbox for training deep learning networks
dependent packages 9total releases 67most recent commit 2 years agopypi pytorchcv} Downloads


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Alternative Project Comparisons
Semantic Segmentation vs Segmentation_models.pytorch
Semantic Segmentation vs Yolact
Semantic Segmentation vs Segmentation_models
Semantic Segmentation vs Paddlex
Semantic Segmentation vs Resnest
Semantic Segmentation vs Fastmaskrcnn
Semantic Segmentation vs Image Segmentation Keras
Semantic Segmentation vs Imgclsmob
Semantic Segmentation vs Pytorch Networks
Semantic Segmentation vs Paddleslim
Popular Segmentation Projects
Jieba ⭐ 31,881
结巴中文分词
dependent packages 419total releases 32latest release January 20, 2020most recent commit 3 months agopypi jieba} Downloads
Imgaug ⭐ 13,682
Image augmentation for machine learning experiments.
dependent packages 141total releases 11latest release February 05, 2020most recent commit 9 months agopypi imgaug} Downloads
Popular Resnet Projects
Numpy Ml ⭐ 14,162
Machine learning, in numpy
total releases 3latest release June 20, 2020most recent commit 6 months ago
Pretrained Models.pytorch ⭐ 8,094
Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.
dependent packages 42total releases 16latest release October 29, 2018most recent commit 3 years agopypi pretrainedmodels} Downloads
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