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The Top 23 Semantic Segmentation Open Source Projects

Open source projects categorized as Semantic Segmentation
Categories > Machine Learning > Semantic Segmentation
Isda For Deep Networks ⭐ 409
An efficient implicit semantic augmentation method, complementary to existing non-semantic techniques.
most recent commit 3 years ago
Seam ⭐ 408
Self-supervised Equivariant Attention Mechanism for Weakly Supervised Semantic Segmentation, CVPR 2020 (Oral)
most recent commit 2 years ago
Swin Transformer Semantic Segmentation ⭐ 406
This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows" on Semantic Segmentation.
most recent commit 3 years ago
Label Studio Frontend ⭐ 404
Data labeling react app that is backend agnostic and can be embedded into your applications — distributed as an NPM package
dependent packages 4total releases 2most recent commit a month agonpm @heartexlabs/label-studio} Downloads
Daformer ⭐ 404
[CVPR22] Official Implementation of DAFormer: Improving Network Architectures and Training Strategies for Domain-Adaptive Semantic Segmentation
most recent commit 4 months ago
Probabilistic_unet ⭐ 400
A U-Net combined with a variational auto-encoder that is able to learn conditional distributions over semantic segmentations.
most recent commit 4 years ago
Gcvit ⭐ 399
[ICML 2023] Official PyTorch implementation of Global Context Vision Transformers
most recent commit 4 months ago
Really Awesome Semantic Segmentation ⭐ 397
A list of papers on Semantic Segmentation.
most recent commit 6 years ago
Fan ⭐ 389
Official PyTorch implementation of Fully Attentional Networks
most recent commit 2 years ago
Deeplabv3 ⭐ 388
PyTorch implementation of DeepLabV3, trained on the Cityscapes dataset.
most recent commit 5 years ago
Icnet Tensorflow ⭐ 387
TensorFlow-based implementation of "ICNet for Real-Time Semantic Segmentation on High-Resolution Images".
most recent commit 4 years ago
Salsanext ⭐ 386
Uncertainty-aware Semantic Segmentation of LiDAR Point Clouds for Autonomous Driving
most recent commit 7 months ago
Vedaseg ⭐ 383
A semantic segmentation toolbox based on PyTorch
most recent commit 3 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
Libtorchsegmentation ⭐ 380
A c++ trainable semantic segmentation library based on libtorch (pytorch c++). Backbone: VGG, ResNet, ResNext. Architecture: FPN, U-Net, PAN, LinkNet, PSPNet, DeepLab-V3, DeepLab-V3+ by now.
most recent commit 5 months ago
Vitae Transformer Remote Sensing ⭐ 379
A comprehensive list of our research works related to remote sensing, including papers, codes, and citations. Note: The repo for [TGRS'22] "An Empirical Study of Remote Sensing Pretraining" has been moved to: https://github.com/ViTAE-Transformer/RSP
most recent commit 6 months ago
Amazing Semantic Segmentation ⭐ 379
Amazing Semantic Segmentation on Tensorflow && Keras (include FCN, UNet, SegNet, PSPNet, PAN, RefineNet, DeepLabV3, DeepLabV3+, DenseASPP, BiSegNet)
total releases 6most recent commit 4 years ago
Espnetv2 ⭐ 375
A light-weight, power efficient, and general purpose convolutional neural network
most recent commit 3 years ago
Seg Uncertainty ⭐ 374
IJCAI2020 & IJCV2021 🌇 Unsupervised Scene Adaptation with Memory Regularization in vivo
most recent commit 3 months ago
Real Time Network ⭐ 374
real-time network architecture for mobile devices and semantic segmentation
most recent commit 2 years ago
Convmae ⭐ 370
ConvMAE: Masked Convolution Meets Masked Autoencoders
most recent commit a year ago
Fcn Pytorch ⭐ 366
🚘 Easiest Fully Convolutional Networks
most recent commit 10 months ago
Internvl ⭐ 364
InternVL: Scaling up Vision Foundation Models and Aligning for Generic Visual-Linguistic Tasks —— An Open-Source Alternative to ViT-22B
most recent commit 3 months ago
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