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The Top 23 Pytorch Semantic Segmentation Cityscapes Open Source Projects

Open source projects categorized as Pytorch Semantic Segmentation Cityscapes
Categories > Machine Learning > Cityscapes
Categories > Machine Learning > Semantic Segmentation
Ccnet ⭐ 1,061
CCNet: Criss-Cross Attention for Semantic Segmentation (TPAMI 2020 & ICCV 2019).
most recent commit 3 years ago
Lightnet ⭐ 715
LightNet: Light-weight Networks for Semantic Image Segmentation (Cityscapes and Mapillary Vistas Dataset)
most recent commit 4 years ago
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
most recent commit 7 months ago
Pytorch Segmentation Toolbox ⭐ 616
PyTorch Implementations for DeeplabV3 and PSPNet
most recent commit 4 years ago
Adaptsegnet ⭐ 586
Learning to Adapt Structured Output Space for Semantic Segmentation, CVPR 2018 (spotlight)
most recent commit 4 years ago
Semseg ⭐ 527
常用的语义分割架构结构综述以及代码复现
most recent commit 5 years ago
Fasterseg ⭐ 523
[ICLR 2020] "FasterSeg: Searching for Faster Real-time Semantic Segmentation" by Wuyang Chen, Xinyu Gong, Xianming Liu, Qian Zhang, Yuan Li, Zhangyang Wang
most recent commit a year ago
Steal ⭐ 471
STEAL - Learning Semantic Boundaries from Noisy Annotations (CVPR 2019)
most recent commit 7 months ago
Lednet ⭐ 425
LEDNet: A Lightweight Encoder-Decoder Network for Real-time Semantic Segmentation
most recent commit 3 years ago
Deeplabv3 ⭐ 388
PyTorch implementation of DeepLabV3, trained on the Cityscapes dataset.
most recent commit 6 years ago
Espnetv2 ⭐ 375
A light-weight, power efficient, and general purpose convolutional neural network
most recent commit 3 years ago
Seg Uncertainty ⭐ 374
IJCAI2020 & IJCV2021 🌇 Unsupervised Scene Adaptation with Memory Regularization in vivo
most recent commit 4 months ago
Fcn Pytorch ⭐ 366
🚘 Easiest Fully Convolutional Networks
most recent commit 10 months ago
Edgenets ⭐ 340
This repository contains the source code of our work on designing efficient CNNs for computer vision
most recent commit 3 years ago
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)
most recent commit 3 years ago
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.)
most recent commit 4 years ago
U2pl ⭐ 289
[CVPR'22] Semi-Supervised Semantic Segmentation Using Unreliable Pseudo-Labels
most recent commit a year ago
Pytorch Segmentation ⭐ 284
PyTorch implementation for semantic segmentation (DeepLabV3+, UNet, etc.)
most recent commit 4 years ago
Erfnet_pytorch ⭐ 238
Pytorch code for semantic segmentation using ERFNet
most recent commit 4 years ago
Lightnetplusplus ⭐ 238
LightNet++: Boosted Light-weighted Networks for Real-time Semantic Segmentation
most recent commit 4 years ago
Semantic Segmentation ⭐ 228
SOTA Semantic Segmentation Models in PyTorch
most recent commit 2 years ago
Fastseg ⭐ 209
📸 PyTorch implementation of MobileNetV3 for real-time semantic segmentation, with pretrained weights & state-of-the-art performance
total releases 3most recent commit 3 years ago
Esanet ⭐ 206
ESANet: Efficient RGB-D Semantic Segmentation for Indoor Scene Analysis
most recent commit 7 months ago
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