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The Top 23 Python Semantic Segmentation Cityscapes Open Source Projects

Open source projects categorized as Python Semantic Segmentation Cityscapes
Categories > Machine Learning > Cityscapes
Categories > Machine Learning > Semantic Segmentation
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
most recent commit a year ago
Segformer ⭐ 2,056
Official PyTorch implementation of SegFormer
most recent commit 4 months ago
Semantic Segmentation ⭐ 1,306
Nvidia Semantic Segmentation monorepo
most recent commit 3 years ago
Ccnet ⭐ 1,061
CCNet: Criss-Cross Attention for Semantic Segmentation (TPAMI 2020 & ICCV 2019).
most recent commit 3 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
Tusimple Duc ⭐ 575
Understanding Convolution for Semantic Segmentation
most recent commit 3 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
Contrastiveseg ⭐ 487
ICCV2021 (Oral) - Exploring Cross-Image Pixel Contrast for Semantic Segmentation
most recent commit 2 years ago
Lednet ⭐ 425
LEDNet: A Lightweight Encoder-Decoder Network for Real-time Semantic Segmentation
most recent commit 3 years ago
Segmentation.x ⭐ 410
Papers and Benchmarks about semantic segmentation, instance segmentation, panoptic segmentation and video segmentation
most recent commit 4 years ago
Fan ⭐ 389
Official PyTorch implementation of Fully Attentional Networks
most recent commit 2 years ago
Deeplabv3 ⭐ 388
PyTorch implementation of DeepLabV3, trained on the Cityscapes dataset.
most recent commit 5 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 3 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
Segmentation Pytorch ⭐ 337
Semantic Segmentation in Pytorch. Network include: FCN、FCN_ResNet、SegNet、UNet、BiSeNet、BiSeNetV2、PSPNe HRNet、DDRNet
most recent commit 9 months 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
Decouplesegnets ⭐ 323
Implementation of Our ECCV2020-work: Improving Semantic Segmentation via Decoupled Body and Edge Supervision
most recent commit a year ago
Ademxapp ⭐ 320
Code for https://arxiv.org/abs/1611.10080
most recent commit 4 years ago
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