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Search results for semantic segmentation cityscapes
cityscapes
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semantic-segmentation
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134 search results found
Hrnet Semantic Segmentation
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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
Segformer
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2,056
Official PyTorch implementation of SegFormer
Semantic Segmentation
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1,306
Nvidia Semantic Segmentation monorepo
Oneformer
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1,066
[CVPR 2023] OneFormer: One Transformer to Rule Universal Image Segmentation
Ccnet
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1,061
CCNet: Criss-Cross Attention for Semantic Segmentation (TPAMI 2020 & ICCV 2019).
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
Pytorch Segmentation Toolbox
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616
PyTorch Implementations for DeeplabV3 and PSPNet
Adaptsegnet
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586
Learning to Adapt Structured Output Space for Semantic Segmentation, CVPR 2018 (spotlight)
Tusimple Duc
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575
Understanding Convolution for Semantic Segmentation
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
Contrastiveseg
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487
ICCV2021 (Oral) - Exploring Cross-Image Pixel Contrast for Semantic Segmentation
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
Segmentation.x
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410
Papers and Benchmarks about semantic segmentation, instance segmentation, panoptic segmentation and video segmentation
Probabilistic_unet
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400
A U-Net combined with a variational auto-encoder that is able to learn conditional distributions over semantic segmentations.
Fan
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389
Official PyTorch implementation of Fully Attentional Networks
Deeplabv3
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388
PyTorch implementation of DeepLabV3, trained on the Cityscapes dataset.
Icnet Tensorflow
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387
TensorFlow-based implementation of "ICNet for Real-Time Semantic Segmentation on High-Resolution Images".
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
Fcn Pytorch
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366
🚘 Easiest Fully Convolutional Networks
Edgenets
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340
This repository contains the source code of our work on designing efficient CNNs for computer vision
Segmentation Pytorch
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337
Semantic Segmentation in Pytorch. Network include: FCN、FCN_ResNet、SegNet、UNet、BiSeNet、BiSeNetV2、PSPNe HRNet、DDRNet
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)
Decouplesegnets
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323
Implementation of Our ECCV2020-work: Improving Semantic Segmentation via Decoupled Body and Edge Supervision
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.)
Ademxapp
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320
Code for https://arxiv.org/abs/1611.10080
Pspnet Tensorflow
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290
An implementation of PSPNet in tensorflow, see tutorial at:
U2pl
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289
[CVPR'22] Semi-Supervised Semantic Segmentation Using Unreliable Pseudo-Labels
Pytorch Segmentation
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284
PyTorch implementation for semantic segmentation (DeepLabV3+, UNet, etc.)
Denseaspp
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275
DenseASPP for Semantic Segmentation in Street Scenes
Bonnet
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250
Bonnet: An Open-Source Training and Deployment Framework for Semantic Segmentation in Robotics.
Shelfnet
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241
implementation for paper "ShelfNet for fast semantic segmentation"
Mseg Api
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240
An Official Repo of CVPR '20 "MSeg: A Composite Dataset for Multi-Domain Segmentation"
Lightnetplusplus
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238
LightNet++: Boosted Light-weighted Networks for Real-time Semantic Segmentation
Erfnet_pytorch
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238
Pytorch code for semantic segmentation using ERFNet
Segmentation
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236
TensorFlow implementation of ENet, trained on the Cityscapes dataset.
Semantic Segmentation
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228
SOTA Semantic Segmentation Models in PyTorch
Fastseg
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209
📸 PyTorch implementation of MobileNetV3 for real-time semantic segmentation, with pretrained weights & state-of-the-art performance
Esanet
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206
ESANet: Efficient RGB-D Semantic Segmentation for Indoor Scene Analysis
Fast_seg
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205
This repo provides ⚡ fast⚡ semantic segmentation models on CityScapes/Camvid DataSet by Pytorch
Semask Segmentation
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195
[NIVT Workshop @ ICCV 2023] SeMask: Semantically Masked Transformers for Semantic Segmentation
Fast Scnn Pytorch
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192
A PyTorch Implementation of Fast-SCNN: Fast Semantic Segmentation Network
Bisenetv2 Tensorflow
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187
Unofficial tensorflow implementation of real-time scene image segmentation model "BiSeNet V2: Bilateral Network with Guided Aggregation for Real-time Semantic Segmentation"
Cgnet
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182
CGNet: A Light-weight Context Guided Network for Semantic Segmentation [IEEE Transactions on Image Processing 2020]
Fcn Semantic Segmentation
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181
Fully convolutional networks for semantic segmentation
Fchardnet
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163
Fully Convolutional HarDNet for Segmentation in Pytorch
Advent
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161
Adversarial Entropy Minimization for Domain Adaptation in Semantic Segmentation
Dilation Tensorflow
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134
A native Tensorflow implementation of semantic segmentation according to Multi-Scale Context Aggregation by Dilated Convolutions (2016). Optionally uses the pretrained weights by the authors.
Improving_segmentation_with_selfsupervised_depth
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130
An implementation of our work "Three Ways to Improve Semantic Segmentation with Self-Supervised Depth Estimation"
Pebal
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129
[ECCV'22 Oral] Pixel-wise Energy-biased Abstention Learning for Anomaly Segmentation on Complex Urban Driving Scenes
Ccnet Pure Pytorch
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127
Criss-Cross Attention for Semantic Segmentation in pure Pytorch with a faster and more precise implementation.
Semantic Segmentation Tutorial Pytorch
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123
A simple PyTorch codebase for semantic segmentation using Cityscapes.
Semisup Semseg
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113
Madan
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111
Pytorch Code release for our NeurIPS paper "Multi-source Domain Adaptation for Semantic Segmentation"
Nas Segm Pytorch
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108
Code for Fast Neural Architecture Search of Compact Semantic Segmentation Models via Auxiliary Cells, CVPR '19
Mobile Segmentation
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107
Real-time semantic image segmentation on mobile devices
Dst Cbc
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106
Implementation of our Pattern Recognition paper "DMT: Dynamic Mutual Training for Semi-Supervised Learning"
Maxsquareloss
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93
Code for "Domain Adaptation for Semantic Segmentation with Maximum Squares Loss" in PyTorch.
Lsd Seg
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92
Learning from Synthetic Data: Addressing Domain Shift for Semantic Segmentation
Seanet
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90
Self-Ensembling Attention Networks: Addressing Domain Shift for Semantic Segmentation
Icnet Pytorch
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89
ICNet implemented by pytorch, for real-time semantic segmentation on high-resolution images, mIOU=71.0 on cityscapes, single inference time is 19ms, FPS is 52.6.
Esnet
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86
ESNet: An Efficient Symmetric Network for Real-time Semantic Segmentation
Iast Eccv2020
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83
IAST: Instance Adaptive Self-training for Unsupervised Domain Adaptation (ECCV 2020) https://teacher.bupt.edu.cn/zhuchuang/en/index.htm
Seggradcam
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83
SEG-GRAD-CAM: Interpretable Semantic Segmentation via Gradient-Weighted Class Activation Mapping
Dabnet
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83
Depth-wise Asymmetric Bottleneck for Real-time Semantic Segmentation (BMVC2019)
Reco
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78
The implementation of "Bootstrapping Semantic Segmentation with Regional Contrast" [ICLR 2022].
Chainer Pspnet
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76
PSPNet in Chainer
Semantic Segmentation Tensorflow
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74
Semantic segmentation task for ADE20k & cityscapse dataset, based on several models.
Deepcoloring
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72
Instance Segmentation by Deep Coloring
Segmpred
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71
Predicting Deeper into the Future of Semantic Segmentation
Dada
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66
Depth-aware Domain Adaptation in Semantic Segmentation
Road Semantic Segmentation
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64
Udacity Self-Driving Car Engineer Nanodegree. Project: Road Semantic Segmentation
Deeplabv3 Plus
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62
Tensorflow 2.3.0 implementation of DeepLabV3-Plus
Photographicimagesynthesiswithcascadedrefinementnetworks Pytorch
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56
Photographic Image Synthesis with Cascaded Refinement Networks - Pytorch Implementation
Mobilenetv3 Segmentation
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53
MobileNetV3 for Semantic Segmentation.
Multiclass Semantic Segmentation
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48
Experiments with UNET/FPN models and cityscapes/kitti datasets [Pytorch; Multi-GPU]
Acfnet
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41
ACFNet: Attentional Class Feature Network for Semantic Segmentation.(ICCV2019)
Ml Autofocusformer Segmentation
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41
This is an official implementation for "AutoFocusFormer: Image Segmentation off the Grid".
Fcn8s_tensorflow
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40
A TensorFlow implementation of FCN-8s
Fada
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34
(ECCV 2020) Classes Matter: A Fine-grained Adversarial Approach to Cross-domain Semantic Segmentation
Carsss
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31
Official re-implementation of the Calibrated Adversarial Refinement model described in the paper "Calibrated Adversarial Refinement for Stochastic Semantic Segmentation"
Semantic Meshes
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30
A framework for annotating 3D meshes using the predictions of a 2D semantic segmentation model.
Panoptic Forecasting
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28
[CVPR 2021] Forecasting the panoptic segmentation of future video frames
Attanet
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28
AttaNet for real-time semantic segmentation.
Deep Feature Flow Segmentation
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28
Deep Feature Flow for Video Semantic Segmentation
Edanet
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27
Implementation details for EDANet
Cross Season Segmentation
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26
Code for "A Cross-Season Correspondence Dataset for Robust Semantic Segmentation"
Dilation Pytorch Semantic Segmentation
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26
A PyTorch implementation of semantic segmentation according to Multi-Scale Context Aggregation by Dilated Convolutions by Yu and Koltun.
Superpixel Align
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25
Official implementation of "Minimizing Supervision for Free-space Segmentation" paper
Fda
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24
Fourier Domain Adaptation for Semantic Segmentation
Testing Fcn For Cityscapes
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23
Using fully convolutional networks for semantic segmentation with caffe for the cityscapes dataset
Oodretrieval
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23
Detection and Retrieval of Out-of-Distribution Objects in Semantic Segmentation
Realtime Semantic Segmentation Pytorch
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22
PyTorch implementation of over 30 realtime semantic segmentations models, e.g. BiSeNetv1, BiSeNetv2, CGNet, ContextNet, DABNet, DDRNet, EDANet, ENet, ERFNet, ESPNet, ESPNetv2, FastSCNN, ICNet, LEDNet, LinkNet, PP-LiteSeg, SegNet, ShelfNet, STDC, SwiftNet, and support knowledge distillation, distributed training etc.
Plusseg
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21
ShanghaiTech PLUS Lab Segmentation Toolbox and Benchmark
Iglovikov_segmentation
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18
Semantic segmentation pipeline using Catalyst.
Night_image_semantic_segmentation
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18
ICIP 2019 : This is the official github repository for the paper "What's There in The Dark" accepted in IEEE International Conference in Image Processing 2019 (ICIP19) , Taipei, Taiwan.
S2 Fpn
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17
Scale-ware Strip Attention Guided Feature Pyramid Network for Real-time Semantic Segmentation
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