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The Top 23 Python Semantic Segmentation Open Source Projects

Open source projects categorized as Python Semantic Segmentation
Categories > Machine Learning > Semantic Segmentation
Labelme ⭐ 12,310
Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).
most recent commit 10 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
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
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
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
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
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
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
Face Parsing.pytorch ⭐ 1,725
Using modified BiSeNet for face parsing in PyTorch
most recent commit a year ago
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
Bevfusion ⭐ 1,565
[ICRA'23] BEVFusion: Multi-Task Multi-Sensor Fusion with Unified Bird's-Eye View Representation
most recent commit 6 months ago
Open3d Ml ⭐ 1,530
An extension of Open3D to address 3D Machine Learning tasks
most recent commit 4 months ago
Efficientdet Pytorch ⭐ 1,482
A PyTorch impl of EfficientDet faithful to the original Google impl w/ ported weights
dependent packages 8total releases 7most recent commit a year agopypi effdet} Downloads
Semantic Segmentation ⭐ 1,306
Nvidia Semantic Segmentation monorepo
most recent commit 3 years ago
Medicaldetectiontoolkit ⭐ 1,249
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 3 months ago
Tensorflow Deeplab Resnet ⭐ 1,212
DeepLab-ResNet rebuilt in TensorFlow
most recent commit 3 years ago
Torchdistill ⭐ 1,171
A coding-free framework built on PyTorch for reproducible deep learning studies. 🏆22 knowledge distillation methods presented at CVPR, ICLR, ECCV, NeurIPS, ICCV, etc are implemented so far. 🎁 Trained models, training logs and configurations are available for ensuring the reproducibiliy and benchmark.
dependent packages 2total releases 24most recent commit 3 months agopypi torchdistill} Downloads
The 10 Most Depended On Python 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
Labelme2coco ⭐ 55
Make your own dataset for object detection and transform the format to coco json format
dependent packages 3total releases 8latest release January 27, 2023most recent commit 3 years agopypi labelme2coco} Downloads
The 10 Latest Releases In Python Semantic Segmentation Open Source Projects
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
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
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
Nobrainer ⭐ 139
A framework for developing neural network models for 3D image processing.
total releases 16latest release October 07, 2023most recent commit 4 months ago
Atomai ⭐ 164
Deep and Machine Learning for Microscopy
dependent packages 1total releases 29latest release September 30, 2023most recent commit 4 months agopypi atomai} Downloads
Napari Czann Segment ⭐ 7
Semantic Segmention and Image2Image using DeepLearning ONNX models packaged as *.czann files.
total releases 9latest release September 22, 2023most recent commit 7 months ago
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