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The Top 23 Semantic Segmentation Open Source Projects

Open source projects categorized as Semantic Segmentation
Categories > Machine Learning > Semantic Segmentation
Label Studio ⭐ 16,339
Label Studio is a multi-type data labeling and annotation tool with standardized output format
dependent packages 3total releases 183most recent commit 11 days agopypi label-studio} Downloads
Labelme ⭐ 12,310
Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).
most recent commit 9 days ago
Swin Transformer ⭐ 12,215
This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".
most recent commit 4 months ago
Cvat ⭐ 11,169
Annotate better with CVAT, the industry-leading data engine for machine learning. Used and trusted by teams at any scale, for data of any scale.
dependent packages 3total releases 23most recent commit a month agopypi cvat-sdk} Downloads
Awesome Semantic Segmentation ⭐ 10,323
🤘 awesome-semantic-segmentation
most recent commit 3 years 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
Paddleseg ⭐ 7,961
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 4total releases 10most recent commit 3 months agopypi paddleseg} Downloads
Pytorch Unet ⭐ 7,861
PyTorch implementation of the U-Net for image semantic segmentation with high quality images
most recent commit 4 months ago
Mmsegmentation ⭐ 6,974
OpenMMLab Semantic Segmentation Toolbox and Benchmark.
dependent packages 7total releases 46most recent commit 3 months agopypi mmsegmentation} Downloads
Gluon Cv ⭐ 5,422
Gluon CV Toolkit
dependent packages 46total releases 1,535most recent commit a year agopypi gluoncv} Downloads
Semantic Segmentation Pytorch ⭐ 4,754
Pytorch implementation for Semantic Segmentation/Scene Parsing on MIT ADE20K dataset
total releases 1most recent commit 7 months ago
Caffe ⭐ 4,416
Caffe: a fast open framework for deep learning.
most recent commit 4 years ago
Super Gradients ⭐ 4,125
Easily train or fine-tune SOTA computer vision models with one open source training library. The home of Yolo-NAS.
dependent packages 5total releases 38most recent commit 3 months agopypi super-gradients} Downloads
Awesome Data Labeling ⭐ 3,439
A curated list of awesome data labeling tools
most recent commit 7 months ago
Pytorch Semseg ⭐ 3,367
Semantic Segmentation Architectures Implemented in PyTorch
total releases 3most recent commit 6 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 a year ago
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
Imgclsmob ⭐ 2,399
Sandbox for training deep learning networks
dependent packages 9total releases 67most recent commit 2 years agopypi pytorchcv} Downloads
Semantic Segmentation Suite ⭐ 2,311
Semantic Segmentation Suite in TensorFlow. Implement, train, and test new Semantic Segmentation models easily!
most recent commit 3 years ago
Minkowskiengine ⭐ 2,212
Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors
dependent packages 1total releases 12most recent commit 5 months agopypi MinkowskiEngine} Downloads
Internimage ⭐ 2,186
[CVPR 2023 Highlight] InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions
most recent commit 3 months ago
Segformer ⭐ 2,056
Official PyTorch implementation of SegFormer
most recent commit 4 months ago
Iccv2023 Papers With Code ⭐ 2,045
ICCV 2023 论文和开源项目合集
most recent commit 7 months ago
The 10 Most Depended On Semantic 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
Imgviz ⭐ 232
Image Visualization Tools (object detection, semantic and instance segmentation)
dependent packages 13total releases 85latest release August 22, 2023most recent commit 4 months agopypi imgviz} 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
Efficientdet Pytorch ⭐ 1,482
A PyTorch impl of EfficientDet faithful to the original Google impl w/ ported weights
dependent packages 8total releases 7latest release January 06, 2022most recent commit a year agopypi effdet} 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
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
Super Gradients ⭐ 4,125
Easily train or fine-tune SOTA computer vision models with one open source training library. The home of Yolo-NAS.
dependent packages 5total releases 38latest release November 23, 2023most recent commit 3 months agopypi super-gradients} Downloads
Pixano Elements ⭐ 33
Pixano Elements - Re-usable web components dedicated to data annotation tasks.
dependent packages 5total releases 34latest release April 06, 2022most recent commit a year agonpm @pixano/core} Downloads
The 10 Latest Releases In Semantic Segmentation Open Source Projects
Label Studio ⭐ 16,339
Label Studio is a multi-type data labeling and annotation tool with standardized output format
dependent packages 3total releases 183latest release December 08, 2023most recent commit 11 days agopypi label-studio} Downloads
Sssegmentation ⭐ 698
SSSegmentation: An Open Source Supervised Semantic Segmentation Toolbox Based on PyTorch.
total releases 5latest release November 23, 2023most recent commit 3 months ago
Super Gradients ⭐ 4,125
Easily train or fine-tune SOTA computer vision models with one open source training library. The home of Yolo-NAS.
dependent packages 5total releases 38latest release November 23, 2023most recent commit 3 months agopypi super-gradients} 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
Kili Python Sdk ⭐ 219
Simplest and fastest image and text annotation tool.
total releases 246latest release November 14, 2023most recent commit 3 months ago
Sc2 Benchmark ⭐ 18
[TMLR] "SC2 Benchmark: Supervised Compression for Split Computing"
total releases 5latest release November 14, 2023most recent commit 5 months ago
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
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
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