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Search results for pytorch semantic segmentation
pytorch
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semantic-segmentation
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338 search results found
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.
Segmentation_models.pytorch
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8,226
Segmentation models with pretrained backbones. PyTorch.
Pytorch Unet
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7,861
PyTorch implementation of the U-Net for image semantic segmentation with high quality images
Mmsegmentation
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6,974
OpenMMLab Semantic Segmentation Toolbox and Benchmark.
Gluon Cv
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5,422
Gluon CV Toolkit
Semantic Segmentation Pytorch
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4,754
Pytorch implementation for Semantic Segmentation/Scene Parsing on MIT ADE20K dataset
Super Gradients
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4,125
Easily train or fine-tune SOTA computer vision models with one open source training library. The home of Yolo-NAS.
Pytorch Semseg
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3,367
Semantic Segmentation Architectures Implemented in PyTorch
Imgclsmob
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2,399
Sandbox for training deep learning networks
Awesome Semantic Segmentation Pytorch
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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)
Minkowskiengine
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2,212
Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors
Raster Vision
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1,956
An open source library and framework for deep learning on satellite and aerial imagery.
Face Parsing.pytorch
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1,725
Using modified BiSeNet for face parsing in PyTorch
Pytorch 3dunet
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1,721
3D U-Net model for volumetric semantic segmentation written in pytorch
Pytorch Semantic Segmentation
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1,706
PyTorch for Semantic Segmentation
Pytorch Fcn
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1,628
PyTorch Implementation of Fully Convolutional Networks. (Training code to reproduce the original result is available.)
Bevfusion
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1,565
[ICRA'23] BEVFusion: Multi-Task Multi-Sensor Fusion with Unified Bird's-Eye View Representation
Open3d Ml
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1,530
An extension of Open3D to address 3D Machine Learning tasks
Efficientdet Pytorch
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1,482
A PyTorch impl of EfficientDet faithful to the original Google impl w/ ported weights
Torchdistill
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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.
Involution
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1,106
[CVPR 2021] Involution: Inverting the Inherence of Convolution for Visual Recognition, a brand new neural operator
Ccnet
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1,061
CCNet: Criss-Cross Attention for Semantic Segmentation (TPAMI 2020 & ICCV 2019).
Setr
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931
[CVPR 2021] Rethinking Semantic Segmentation from a Sequence-to-Sequence Perspective with Transformers
Gscnn
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885
Gated-Shape CNN for Semantic Segmentation (ICCV 2019)
Pixellib
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828
Visit PixelLib's official documentation https://pixellib.readthedocs.io/en/latest/
Efficientformer
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790
EfficientFormerV2 [ICCV 2023] & EfficientFormer [NeurIPs 2022]
Nncf
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725
Neural Network Compression Framework for enhanced OpenVINO™ inference
Light Weight Refinenet
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722
Light-Weight RefineNet for Real-Time Semantic Segmentation
Lightnet
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715
LightNet: Light-weight Networks for Semantic Image Segmentation (Cityscapes and Mapillary Vistas Dataset)
Pytorch Auto Drive
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713
PytorchAutoDrive: Segmentation models (ERFNet, ENet, DeepLab, FCN...) and Lane detection models (SCNN, RESA, LSTR, LaneATT, BézierLaneNet...) based on PyTorch with fast training, visualization, benchmarking & deployment help
Superpoint_graph
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691
Large-scale Point Cloud Semantic Segmentation with Superpoint Graphs
Mobile Semantic Segmentation
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677
Real-Time Semantic Segmentation in Mobile device
Deeplab Pytorch
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668
PyTorch implementation of DeepLab v2 on COCO-Stuff / PASCAL VOC
Pytorch Segmentation Toolbox
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616
PyTorch Implementations for DeeplabV3 and PSPNet
Pytorch Deeplab Resnet
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598
DeepLab resnet v2 model in pytorch
Entity
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596
EntitySeg Toolbox: Towards Open-World and High-Quality Image Segmentation
Odise
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590
Official PyTorch implementation of ODISE: Open-Vocabulary Panoptic Segmentation with Text-to-Image Diffusion Models [CVPR 2023 Highlight]
Adaptsegnet
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586
Learning to Adapt Structured Output Space for Semantic Segmentation, CVPR 2018 (spotlight)
Human Segmentation Pytorch
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532
Human segmentation models, training/inference code, and trained weights, implemented in PyTorch
Semseg
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527
常用的语义分割架构结构综述以及代码复现
Fasterseg
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523
[ICLR 2020] "FasterSeg: Searching for Faster Real-time Semantic Segmentation" by Wuyang Chen, Xinyu Gong, Xianming Liu, Qian Zhang, Yuan Li, Zhangyang Wang
Stego
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506
Unsupervised Semantic Segmentation by Distilling Feature Correspondences
Convcrf
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496
This repository contains the reference implementation for our proposed Convolutional CRFs.
Steal
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471
STEAL - Learning Semantic Boundaries from Noisy Annotations (CVPR 2019)
Lednet
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425
LEDNet: A Lightweight Encoder-Decoder Network for Real-time Semantic Segmentation
Vnet.pytorch
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421
A PyTorch implementation for V-Net: Fully Convolutional Neural Networks for Volumetric Medical Image Segmentation
Pytorch Segmentation
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415
Pytorch for Segmentation
Deeplabv3
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388
PyTorch implementation of DeepLabV3, trained on the Cityscapes dataset.
Vedaseg
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383
A semantic segmentation toolbox based on PyTorch
Geoseg
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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.
Libtorchsegmentation
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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.
Espnetv2
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375
A light-weight, power efficient, and general purpose convolutional neural network
Seg Uncertainty
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374
IJCAI2020 & IJCV2021 🌇 Unsupervised Scene Adaptation with Memory Regularization in vivo
Real Time Network
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374
real-time network architecture for mobile devices and semantic segmentation
Fcn Pytorch
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366
🚘 Easiest Fully Convolutional Networks
Pywick
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361
High-level batteries-included neural network training library for Pytorch
Pytorch Unet
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357
Simple PyTorch implementations of U-Net/FullyConvNet (FCN) for image segmentation
Piwise
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351
Pixel-wise segmentation on VOC2012 dataset using pytorch.
Edgenets
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340
This repository contains the source code of our work on designing efficient CNNs for computer vision
K Net
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337
[NeurIPS2021] Code Release of K-Net: Towards Unified Image Segmentation
Panoptic Deeplab
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333
This is Pytorch re-implementation of our CVPR 2020 paper "Panoptic-DeepLab: A Simple, Strong, and Fast Baseline for Bottom-Up Panoptic Segmentation" (https://arxiv.org/abs/1911.10194)
Efficient Segmentation Networks
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323
Lightweight models for real-time semantic segmentationon PyTorch (include SQNet, LinkNet, SegNet, UNet, ENet, ERFNet, EDANet, ESPNet, ESPNetv2, LEDNet, ESNet, FSSNet, CGNet, DABNet, Fast-SCNN, ContextNet, FPENet, etc.)
Advsemiseg
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307
Adversarial Learning for Semi-supervised Semantic Segmentation, BMVC 2018
Pytorch Hardnet
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305
35% faster than ResNet: Harmonic DenseNet, A low memory traffic network
Crossformer
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302
The official code for the paper: https://openreview.net/forum?id=_PHymLIxuI
U2pl
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289
[CVPR'22] Semi-Supervised Semantic Segmentation Using Unreliable Pseudo-Labels
Torchsat
⭐
285
🔥TorchSat 🌏 is an open-source deep learning framework for satellite imagery analysis based on PyTorch.
Pytorch Segmentation
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284
PyTorch implementation for semantic segmentation (DeepLabV3+, UNet, etc.)
Loveda
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282
[NeurIPS 2021] LoveDA: A Remote Sensing Land-Cover Dataset for Domain Adaptive Semantic Segmentation
2dpass
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282
2DPASS: 2D Priors Assisted Semantic Segmentation on LiDAR Point Clouds (ECCV 2022) 🔥
Superpoint_transformer
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276
[ICCV'23] Official PyTorch implementation of Superpoint Transformer introduced in "Efficient 3D Semantic Segmentation with Superpoint Transformer"
Kaggle_salt_bes_phalanx
⭐
270
Winning solution for the Kaggle TGS Salt Identification Challenge.
Intrada
⭐
267
Unsupervised Intra-domain Adaptation for Semantic Segmentation through Self-Supervision (CVPR 2020 Oral)
Kiu Net Pytorch
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245
Official Pytorch Code of KiU-Net for Image/3D Segmentation - MICCAI 2020 (Oral), IEEE TMI
Enet Real Time Semantic Segmentation
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241
ENet - A Neural Net Architecture for real time Semantic Segmentation
Lightnetplusplus
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238
LightNet++: Boosted Light-weighted Networks for Real-time Semantic Segmentation
Erfnet_pytorch
⭐
238
Pytorch code for semantic segmentation using ERFNet
Pytorch Deeplab
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236
DeepLab-ResNet rebuilt in Pytorch
Pytorch_tiramisu
⭐
236
FC-DenseNet in PyTorch for Semantic Segmentation
Semantic Segmentation
⭐
228
SOTA Semantic Segmentation Models in PyTorch
Pytorch_cpp
⭐
215
Deep Learning sample programs using PyTorch in C++
Vt Unet
⭐
210
[MICCAI2022] This is an official PyTorch implementation for A Robust Volumetric Transformer for Accurate 3D Tumor Segmentation
Fastseg
⭐
209
📸 PyTorch implementation of MobileNetV3 for real-time semantic segmentation, with pretrained weights & state-of-the-art performance
Unet Pytorch
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206
U-Net implementation for PyTorch based on https://arxiv.org/abs/1505.04597
Esanet
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206
ESANet: Efficient RGB-D Semantic Segmentation for Indoor Scene Analysis
Semask Segmentation
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195
[NIVT Workshop @ ICCV 2023] SeMask: Semantically Masked Transformers for Semantic Segmentation
Deepviewagg
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195
[CVPR'22 Best Paper Finalist] Official PyTorch implementation of the method presented in "Learning Multi-View Aggregation In the Wild for Large-Scale 3D Semantic Segmentation"
Fast Scnn Pytorch
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192
A PyTorch Implementation of Fast-SCNN: Fast Semantic Segmentation Network
Cgnet
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182
CGNet: A Light-weight Context Guided Network for Semantic Segmentation [IEEE Transactions on Image Processing 2020]
Hugsvision
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170
HugsVision is a easy to use huggingface wrapper for state-of-the-art computer vision
Atomai
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164
Deep and Machine Learning for Microscopy
Fchardnet
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163
Fully Convolutional HarDNet for Segmentation in Pytorch
Elektronn3
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161
A PyTorch-based library for working with 3D and 2D convolutional neural networks, with focus on semantic segmentation of volumetric biomedical image data
Semantic Segmentation
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160
采用Pytorch的入门语义分割项目,支持的网络有Unet和Segnet;遥感语义分割;Unet;S sensing semantic segmentation;
Deeplabv3.pytorch
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159
PyTorch implementation of DeepLabv3
Pyramid Attention Networks Pytorch
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153
Implementation of Pyramid Attention Networks for Semantic Segmentation.
Adversarial Semisupervised Semantic Segmentation
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151
Pytorch Implementation of "Adversarial Learning For Semi-Supervised Semantic Segmentation" for ICLR 2018 Reproducibility Challenge
Face Makeup.pytorch
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149
Lip and hair color editor using face parsing maps.
Refinenet Pytorch
⭐
149
RefineNet-101 VOC in PyTorch
Geo Deep Learning
⭐
143
Deep learning applied to georeferenced datasets
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