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Search results for segmentation cityscapes
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segmentation
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141 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
Danet
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1,556
Dual Attention Network for Scene Segmentation (CVPR2019)
Semantic Segmentation
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1,306
Nvidia Semantic Segmentation monorepo
Snake
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1,111
Code for "Deep Snake for Real-Time Instance Segmentation" CVPR 2020 oral
Ccnet
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1,061
CCNet: Criss-Cross Attention for Semantic Segmentation (TPAMI 2020 & ICCV 2019).
Openseg.pytorch
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1,052
The official Pytorch implementation of OCNet series and SegFix.
Deeplabv3plus Pytorch
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1,010
Pretrained DeepLabv3 and DeepLabv3+ for Pascal VOC & Cityscapes
Drn
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916
Dilated Residual Networks
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)
Icnet
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584
ICNet for Real-Time Semantic Segmentation on High-Resolution Images, ECCV2018
Tusimple Duc
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575
Understanding Convolution for Semantic Segmentation
Tfsegmentation
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573
RTSeg: Real-time Semantic Segmentation Comparative Study
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
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.
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
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)
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.)
Decouplesegnets
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323
Implementation of Our ECCV2020-work: Improving Semantic Segmentation via Decoupled Body and Edge Supervision
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
Multi Task Transformer
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269
Code of ICLR2023 paper "TaskPrompter: Spatial-Channel Multi-Task Prompting for Dense Scene Understanding" and ECCV2022 paper "Inverted Pyramid Multi-task Transformer for Dense Scene Understanding"
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"
Erfnet_pytorch
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238
Pytorch code for semantic segmentation using ERFNet
Vps
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209
Official pytorch implementation for "Video Panoptic Segmentation" (CVPR 2020 Oral)
Fastseg
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209
📸 PyTorch implementation of MobileNetV3 for real-time semantic segmentation, with pretrained weights & state-of-the-art performance
Fast_seg
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205
This repo provides ⚡ fast⚡ semantic segmentation models on CityScapes/Camvid DataSet by Pytorch
Fast Scnn Pytorch
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192
A PyTorch Implementation of Fast-SCNN: Fast Semantic Segmentation Network
Mdeq
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190
[NeurIPS'20] Multiscale Deep Equilibrium Models
Spatialembeddings
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190
Instance Segmentation by Jointly Optimizing Spatial Embeddings and Clustering Bandwidth
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
Glore
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178
Global Reasoning module for visual recognition
Contextprior
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163
Implementation for "Context Prior for Scene 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
Dwt
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161
Deep Watershed Transform for Instance Segmentation
Weakly Supervised Panoptic Segmentation
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152
Weakly- and Semi-Supervised Panoptic Segmentation (ECCV18)
Etc Real Time Per Frame Semantic Video Segmentation
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143
Enforcing temporal consistency in real-time per-frame semantic video 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"
Semantic Segmentation Tutorial Pytorch
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123
A simple PyTorch codebase for semantic segmentation using Cityscapes.
Rsis
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120
Recurrent Neural Networks for Semantic Instance Segmentation
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"
Deeplabv3_mobilenetv2_pytorch
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109
A PyTorch Implementation of MobileNetv2+DeepLabv3
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
Rec Attend Public
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102
Code that implements paper "End-to-End Instance Segmentation with Recurrent Attention"
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.
Deeplab V3 Plus Cityscapes
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87
mIOU=80.02 on cityscapes. My implementation of deeplabv3+ (also know as 'Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation' based on the dataset of cityscapes).
Esnet
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86
ESNet: An Efficient Symmetric Network for Real-time Semantic Segmentation
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)
Image Segmentation Fcn
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81
Semantic Image Segmentation using a Fully Convolutional Neural Network in TensorFlow
Learning Texture Invariant Representation
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77
Learning Texture Invariant Representation for Domain Adaptation of Semantic Segmentation, CVPR 2020
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
Public Code
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71
Segmpred
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71
Predicting Deeper into the Future of Semantic Segmentation
Domain Adaptation On Segmentation
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68
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
Semanticsegmentationusingfpn_panopticfeaturepyramidnetworks
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63
Deeplabv3 Plus
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62
Tensorflow 2.3.0 implementation of DeepLabV3-Plus
Fast Scnn
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59
Unofficial implementation of Fast-SCNN: Fast Semantic Segmentation Network
Netwarp_public
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58
Semantic Video CNNs through Representation Warping. ICCV 2017
Ssma
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57
TensorFlow model for training SSMA for multimodal semantic segmentation
Mobilenetv3 Segmentation
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53
MobileNetV3 for Semantic Segmentation.
Realtime_panoptic
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52
Official PyTorch implementation of CVPR 2020 Oral: Real-Time Panoptic Segmentation from Dense Detections
Mix And Match
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50
Code for our AAAI 2018 work.
Multiclass Semantic Segmentation
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48
Experiments with UNET/FPN models and cityscapes/kitti datasets [Pytorch; Multi-GPU]
Unsupervised Domain Adaptation With Differential Treatment
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47
Differential Treatment for Stuff and Things: A Simple Unsupervised Domain Adaptation Method for Semantic Segmentation (CVPR 2020)
Switchnorm_segmentation
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46
Switchable Normalization for semantic image segmentation and scene parsing.
Acfnet
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41
ACFNet: Attentional Class Feature Network for Semantic Segmentation.(ICCV2019)
Mininet V2
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36
Official implementation of MiniNet-v2. MiniNet: An Efficient Semantic Segmentation ConvNet for Real-time Robotic Applications
Dran
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34
Scene Segmentation with Dual Relation-aware Attention Network (TNNLS2020)
Fada
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34
(ECCV 2020) Classes Matter: A Fine-grained Adversarial Approach to Cross-domain Semantic Segmentation
Ralis
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32
Code for the paper "Reinforced Active Learning for Image 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"
Gmis
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30
This is the code for GMIS, which is published on ECCV 2018 as "Pixel Derivation and Graph Merge for Instance Segmentation"
Blindassist Ios
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30
🕶 An iOS app which will support the blind in traffic
Deep Feature Flow Segmentation
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28
Deep Feature Flow for Video Semantic Segmentation
Rpnet Pytorch
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27
pytorch implement for RPNet
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.
Sb Gan
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26
Semantic Bottleneck Scene Generation
Cross Season Segmentation
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26
Code for "A Cross-Season Correspondence Dataset for Robust Semantic Segmentation"
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