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Search results for python cityscapes

268 search results found

Vid2vid ⭐ 7,311

Pytorch implementation of our method for high-resolution (e.g. 2048x1024) photorealistic video-to-video translation.

Models ⭐ 6,819

Officially maintained, supported by PaddlePaddle, including CV, NLP, Speech, Rec, TS, big models and so on.

Pix2pixhd ⭐ 6,179

Synthesizing and manipulating 2048x1024 images with conditional GANs

Hrnet Semantic Segmentation ⭐ 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

Pytorch Deeplab Xception ⭐ 2,524

DeepLab v3+ model in PyTorch. Support different backbones.

Segformer ⭐ 2,056

Official PyTorch implementation of SegFormer

Cityscapesscripts ⭐ 2,053

README and scripts for the Cityscapes Dataset

Monodepth ⭐ 1,858

Unsupervised single image depth prediction with CNNs

Mx Maskrcnn ⭐ 1,771

An MXNet implementation of Mask R-CNN

Danet ⭐ 1,556

Dual Attention Network for Scene Segmentation (CVPR2019)

Semantic Segmentation ⭐ 1,306

Nvidia Semantic Segmentation monorepo

Bisenet ⭐ 1,130

Add bisenetv2. My implementation of BiSeNet

Gan Compression ⭐ 1,063

[CVPR 2020] GAN Compression: Efficient Architectures for Interactive Conditional GANs

Ccnet ⭐ 1,061

CCNet: Criss-Cross Attention for Semantic Segmentation (TPAMI 2020 & ICCV 2019).

Openseg.pytorch ⭐ 1,052

The official Pytorch implementation of OCNet series and SegFix.

Deeplabv3plus Pytorch ⭐ 1,010

Pretrained DeepLabv3 and DeepLabv3+ for Pascal VOC & Cityscapes

Dilated Residual Networks

Sfmlearner Pytorch ⭐ 910

Pytorch version of SfmLearner from Tinghui Zhou et al.

Pytorch Auto Drive ⭐ 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

Tensorflow Deeplab V3 Plus ⭐ 637

DeepLabv3+ built in TensorFlow

Pytorch Segmentation Toolbox ⭐ 616

PyTorch Implementations for DeeplabV3 and PSPNet

Adaptsegnet ⭐ 586

Learning to Adapt Structured Output Space for Semantic Segmentation, CVPR 2018 (spotlight)

Tusimple Duc ⭐ 575

Understanding Convolution for Semantic Segmentation

Tfsegmentation ⭐ 573

RTSeg: Real-time Semantic Segmentation Comparative Study

常用的语义分割架构结构综述以及代码复现

UPSNet: A Unified Panoptic Segmentation Network

Contrastiveseg ⭐ 487

ICCV2021 (Oral) - Exploring Cross-Image Pixel Contrast for Semantic Segmentation

Cycada_release ⭐ 470

Code to accompany ICML 2018 paper

Manydepth ⭐ 440

[CVPR 2021] Self-supervised depth estimation from short sequences

LEDNet: A Lightweight Encoder-Decoder Network for Real-time Semantic Segmentation

Segmentation.x ⭐ 410

Papers and Benchmarks about semantic segmentation, instance segmentation, panoptic segmentation and video segmentation

Segmentron ⭐ 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)

Generative Compression ⭐ 397

TensorFlow Implementation of Generative Adversarial Networks for Extreme Learned Image Compression

Official PyTorch implementation of Fully Attentional Networks

Deeplabv3 ⭐ 388

PyTorch implementation of DeepLabV3, trained on the Cityscapes dataset.

Espnetv2 ⭐ 375

A light-weight, power efficient, and general purpose convolutional neural network

Seg Uncertainty ⭐ 374

IJCAI2020 & IJCV2021 🌇 Unsupervised Scene Adaptation with Memory Regularization in vivo

Fcn Pytorch ⭐ 366

🚘 Easiest Fully Convolutional Networks

Edgenets ⭐ 340

This repository contains the source code of our work on designing efficient CNNs for computer vision

Code for the CVPR Paper "Deep Layer Aggregation"

Segmentation Pytorch ⭐ 337

Semantic Segmentation in Pytorch. Network include: FCN、FCN_ResNet、SegNet、UNet、BiSeNet、BiSeNetV2、PSPNe HRNet、DDRNet

Panoptic Deeplab ⭐ 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 ⭐ 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 ⭐ 323

Implementation of Our ECCV2020-work: Improving Semantic Segmentation via Decoupled Body and Edge Supervision

Ademxapp ⭐ 320

Code for https://arxiv.org/abs/1611.10080

Opencv_transforms ⭐ 319

OpenCV implementation of Torchvision's image augmentations

Pspnet Tensorflow ⭐ 290

An implementation of PSPNet in tensorflow, see tutorial at:

[CVPR'22] Semi-Supervised Semantic Segmentation Using Unreliable Pseudo-Labels

Pytorch Segmentation ⭐ 284

PyTorch implementation for semantic segmentation (DeepLabV3+, UNet, etc.)

Gald Dgcnet ⭐ 277

Source code and models GALD net (BMVC-2019)and Dual-Seg Net (BMVC-2019)

Denseaspp ⭐ 275

DenseASPP for Semantic Segmentation in Street Scenes

Pytorch Enet ⭐ 261

PyTorch implementation of ENet

Bonnet: An Open-Source Training and Deployment Framework for Semantic Segmentation in Robotics.

Shelfnet ⭐ 241

implementation for paper "ShelfNet for fast semantic segmentation"

Mseg Api ⭐ 240

An Official Repo of CVPR '20 "MSeg: A Composite Dataset for Multi-Domain Segmentation"

Erfnet_pytorch ⭐ 238

Pytorch code for semantic segmentation using ERFNet

Segmentation ⭐ 236

TensorFlow implementation of ENet, trained on the Cityscapes dataset.

Swiftnet ⭐ 232

Domain Adaptive Faster Rcnn Pytorch ⭐ 230

Domain Adaptive Faster R-CNN in PyTorch

Semantic Segmentation ⭐ 228

SOTA Semantic Segmentation Models in PyTorch

UnFlow: Unsupervised Learning of Optical Flow with a Bidirectional Census Loss

Fastseg ⭐ 209

📸 PyTorch implementation of MobileNetV3 for real-time semantic segmentation, with pretrained weights & state-of-the-art performance

Official pytorch implementation for "Video Panoptic Segmentation" (CVPR 2020 Oral)

ESANet: Efficient RGB-D Semantic Segmentation for Indoor Scene Analysis

Fast_seg ⭐ 205

This repo provides ⚡ fast⚡ semantic segmentation models on CityScapes/Camvid DataSet by Pytorch

Official PyTorch implementation of HANet (CVPR 2020)

Semask Segmentation ⭐ 195

[NIVT Workshop @ ICCV 2023] SeMask: Semantically Masked Transformers for Semantic Segmentation

Fast Scnn Pytorch ⭐ 192

A PyTorch Implementation of Fast-SCNN: Fast Semantic Segmentation Network

[NeurIPS'20] Multiscale Deep Equilibrium Models

Spatialembeddings ⭐ 190

Instance Segmentation by Jointly Optimizing Spatial Embeddings and Clustering Bandwidth

Bisenetv2 Tensorflow ⭐ 187

Unofficial tensorflow implementation of real-time scene image segmentation model "BiSeNet V2: Bilateral Network with Guided Aggregation for Real-time Semantic Segmentation"

CGNet: A Light-weight Context Guided Network for Semantic Segmentation [IEEE Transactions on Image Processing 2020]

Fcn Semantic Segmentation ⭐ 181

Fully convolutional networks for semantic segmentation

Semantically Multi-modal Image Synthesis(CVPR 2020)

Global Reasoning module for visual recognition

Contextprior ⭐ 163

Implementation for "Context Prior for Scene Segmentation"

Fchardnet ⭐ 163

Fully Convolutional HarDNet for Segmentation in Pytorch

Deep Watershed Transform for Instance Segmentation

Adversarial Entropy Minimization for Domain Adaptation in Semantic Segmentation

Everypixelmatters ⭐ 150

Implementation of ECCV 2020 paper "Every Pixel Matters: Center-aware Feature Alignment for Domain Adaptive Object Detector"

Vip Deeplab ⭐ 149

Etc Real Time Per Frame Semantic Video Segmentation ⭐ 143

Enforcing temporal consistency in real-time per-frame semantic video segmentation

Code for <Confidence Regularized Self-Training> in ICCV19 (Oral)

Pytorch implementation of Generated Image Quality Assessment

Dilation Tensorflow ⭐ 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.

[CVPR 2020] Local Class-Specific and Global Image-Level Generative Adversarial Networks for Semantic-Guided Scene Generation

Treefilter Torch ⭐ 132

Learnable Tree Filter for Structure-preserving Feature Transform

Improving_segmentation_with_selfsupervised_depth ⭐ 130

An implementation of our work "Three Ways to Improve Semantic Segmentation with Self-Supervised Depth Estimation"

[ECCV'22 Oral] Pixel-wise Energy-biased Abstention Learning for Anomaly Segmentation on Complex Urban Driving Scenes

Ccnet Pure Pytorch ⭐ 127

Criss-Cross Attention for Semantic Segmentation in pure Pytorch with a faster and more precise implementation.

Pspnet Tf Reproduce ⭐ 120

Training PSPNet in Tensorflow. Reproduce the performance from the paper.

Semisup Semseg ⭐ 113

Pytorch Code release for our NeurIPS paper "Multi-source Domain Adaptation for Semantic Segmentation"

Deeplabv3_mobilenetv2_pytorch ⭐ 109

A PyTorch Implementation of MobileNetv2+DeepLabv3

Mobile Segmentation ⭐ 107

Real-time semantic image segmentation on mobile devices

Dst Cbc ⭐ 106

Implementation of our Pattern Recognition paper "DMT: Dynamic Mutual Training for Semi-Supervised Learning"

Rec Attend Public ⭐ 102

Code that implements paper "End-to-End Instance Segmentation with Recurrent Attention"

Monoresmatch Tensorflow ⭐ 97

Tensorflow implementation of monocular Residual Matching (monoResMatch) network.

Maxsquareloss ⭐ 93

Code for "Domain Adaptation for Semantic Segmentation with Maximum Squares Loss" in PyTorch.

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