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.)

SOTA Semantic Segmentation Models in PyTorch

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

PyTorch implementation of ENet

[ECCV-2020]: Improving Semantic Segmentation via Decoupled Body and Edge Supervision

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

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

Code for Fast Neural Architecture Search of Compact Semantic Segmentation Models via Auxiliary Cells, CVPR '19

Depth-wise Asymmetric Bottleneck for Real-time Semantic Segmentation (BMVC2019)

Tensorflow 2 implementation of complete pipeline for multiclass image semantic segmentation using UNet, SegNet and FCN32 architectures on Cambridge-driving Labeled Video Database (CamVid) dataset.

FCN for Semantic Image Segmentation achieving 68.5 mIoU on PASCAL VOC

Pytorch to train ENet of Cityscapes datasets and CamVid datasets nicely

Implementation of DeepLabV3 paper using Pytorch

Scale-ware Strip Attention Guided Feature Pyramid Network for Real-time Semantic Segmentation

DSANet: Dilated Spatial Attention for Real-time Semantic Segmentation in Urban Street Scenes

CamVid Dataset for Segmentation

SPFNet

Real-time Domain Adapation in Semantic Segmentation project

A brief SegNet tensorflow implementation trained on CamVid dataset.

SOTA semantic segmentation on public benchmarks