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Search results for pytorch cityscapes
cityscapes
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pytorch
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111 search results found
Pix2pixhd
⭐
6,179
Synthesizing and manipulating 2048x1024 images with conditional GANs
Pytorch Deeplab Xception
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2,524
DeepLab v3+ model in PyTorch. Support different backbones.
Danet
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1,556
Dual Attention Network for Scene Segmentation (CVPR2019)
Bisenet
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1,130
Add bisenetv2. My implementation of BiSeNet
Gan Compression
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1,063
[CVPR 2020] GAN Compression: Efficient Architectures for Interactive Conditional GANs
Ccnet
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1,061
CCNet: Criss-Cross Attention for Semantic Segmentation (TPAMI 2020 & ICCV 2019).
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
Sfmlearner Pytorch
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910
Pytorch version of SfmLearner from Tinghui Zhou et al.
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)
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
Steal
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471
STEAL - Learning Semantic Boundaries from Noisy Annotations (CVPR 2019)
Manydepth
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440
[CVPR 2021] Self-supervised depth estimation from short sequences
Lednet
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425
LEDNet: A Lightweight Encoder-Decoder Network for Real-time Semantic Segmentation
Segmentron
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407
Support PointRend, Fast_SCNN, HRNet, Deeplabv3_plus(xception, resnet, mobilenet), ContextNet, FPENet, DABNet, EdaNet, ENet, Espnetv2, RefineNet, UNet, DANet, HRNet, DFANet, HardNet, LedNet, OCNet, EncNet, DuNet, CGNet, CCNet, BiSeNet, PSPNet, ICNet, FCN, deeplab)
Deeplabv3
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388
PyTorch implementation of DeepLabV3, trained on the Cityscapes dataset.
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
⭐
340
This repository contains the source code of our work on designing efficient CNNs for computer vision
Adaptis
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335
[ICCV19] AdaptIS: Adaptive Instance Selection Network, https://arxiv.org/abs/1909.07829
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.)
Opencv_transforms
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319
OpenCV implementation of Torchvision's image augmentations
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.)
Pytorch Enet
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261
PyTorch implementation of ENet
Erfnet_pytorch
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238
Pytorch code for semantic segmentation using ERFNet
Lightnetplusplus
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238
LightNet++: Boosted Light-weighted Networks for Real-time Semantic Segmentation
Domain Adaptive Faster Rcnn Pytorch
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230
Domain Adaptive Faster R-CNN in PyTorch
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
Hanet
⭐
202
Official PyTorch implementation of HANet (CVPR 2020)
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
Cgnet
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182
CGNet: A Light-weight Context Guided Network for Semantic Segmentation [IEEE Transactions on Image Processing 2020]
Fchardnet
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163
Fully Convolutional HarDNet for Segmentation in Pytorch
Everypixelmatters
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150
Implementation of ECCV 2020 paper "Every Pixel Matters: Center-aware Feature Alignment for Domain Adaptive Object Detector"
Crst
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141
Code for <Confidence Regularized Self-Training> in ICCV19 (Oral)
Giqa
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138
Pytorch implementation of Generated Image Quality Assessment
Lggan
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132
[CVPR 2020] Local Class-Specific and Global Image-Level Generative Adversarial Networks for Semantic-Guided Scene Generation
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.
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
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.
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
Pytorch Linknet
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85
Da_detection
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83
Progressive Domain Adaptation for Object Detection
Dabnet
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83
Depth-wise Asymmetric Bottleneck for Real-time Semantic Segmentation (BMVC2019)
Mr Gan
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80
Official PyTorch implementation of Harmonizing Maximum Likelihood with GANs for Multimodal Conditional Generation (ICLR 2019)
Da Faster Rcnn Pytorch
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73
An unofficial implementation of 'Domain Adaptive Faster R-CNN for Object Detection in the Wild ’
Semanticsegmentationusingfpn_panopticfeaturepyramidnetworks
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63
Photographicimagesynthesiswithcascadedrefinementnetworks Pytorch
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56
Photographic Image Synthesis with Cascaded Refinement Networks - Pytorch Implementation
Revgan
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53
RevGAN implementation in PyTorch. We extend the Pix2pix and CycleGAN framework by exploring approximately invertible architectures in 2D and 3D. These architectures are approximately invertible by design and thus partially satisfy cycle-consistency before training even begins. Furthermore, since invertible architectures have constant memory complexity in depth, these models can be built arbitrarily deep without requiring additional memory. In the paper we demonstrate superior quantitative output
Bid
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48
Code for Blind Image Decomposition (BID) and Blind Image Decomposition network (BIDeN). ECCV, 2022.
Pytorch Pix2pix
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47
Pytorch implementation of pix2pix for various datasets.
Acdrnet
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39
Official PyTorch implementation of "End to End Trainable Active Contours via Differentiable Rendering"
Delse
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38
PyTorch code for Deep Extreme Level Set Evolution (CVPR 2019)
Dafrcnn Pytorch
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34
Domain Adaptive Faster R-CNN in PyTorch
Casenet
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33
PyTorch implementation of CASENet
Scnn Pytorch
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32
Spatial CNN model in PyTorch use Cityscapes-dataset
Casenet
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31
A Pytorch implementation of CASENet for the Cityscapes Dataset
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.
Rpnet Pytorch
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27
pytorch implement for RPNet
Edanet
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27
Implementation details for EDANet
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.
Pytorch Deeplab V3 Plus
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23
deeplab v3+: Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation
Codebase Segmentation Pytorch
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23
My personal codebase for segmentation tasks.
Pytorch Enet Nice
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23
Pytorch to train ENet of Cityscapes datasets and CamVid datasets nicely
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
Pix2pix
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20
PyTorch implementation of Image-to-Image Translation with Conditional Adversarial Nets (pix2pix)
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.
Pytorch Box2pix
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17
WIP implementation of "Box2Pix: Single-Shot Instance Segmentation by Assigning Pixels to Object Boxes"
S2 Fpn
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17
Scale-ware Strip Attention Guided Feature Pyramid Network for Real-time Semantic Segmentation
Pytorch_edanet
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16
implementation EDANet by pytorch
Pspnet_pytorch
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15
An implementation of PSPNet: Pyramid Scene Parsing Network, CVPR2017
Sceneparsingnetwork
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15
行车环境实时语义分割与深度估计
Pspnet Pytorch
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14
Implemetation of Pyramid Scene Parsing Network in Pytorch
Ndic
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14
Neural Distributed Image Compression using Common Information (NDIC)
Dlow Pytorch
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13
Reproduce DLOW: Domain Flow for Adaptation and Generalization
Ilm Assl
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12
Iterative Loop Method Combining Active and Semi-Supervised Learning for Domain Adaptive Semantic Segmentation
Knowledge Distillation By Replacing Cheap Conv
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11
In search of effective and efficient Pipeline for Distillating Knowledge in Convolutional Neural Networks
Pytorch_deeplab
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9
Here is an implementation of DeepLabv3+ in PyTorch(1.7). It supports many backbones and datasets.
Auto Dynamic Deeplab
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9
[IROS 2021] ADD: A Fine-grained Dynamic Inference Architecture for Semantic Image Segmentation
Deeplabv3plus For Beginners
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9
DeepLabV3Plus for Beginners in Cityscapes Dataset
Enet
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9
Pytorch Implementation of ENet: A Deep Neural Network Architecture for Real-Time Semantic Segmentation (https://arxiv.org/abs/1606.02147)
Tensorflow Keras Semantic Segmentation
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9
Tensorflow-Keras semantic segmentation
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