xiaoyufenfei / Efficient-Segmentation-Networks
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.)
☆916Updated 3 months ago
Related projects ⓘ
Alternatives and complementary repositories for Efficient-Segmentation-Networks
- Support PointRend, Fast_SCNN, HRNet, Deeplabv3_plus(xception, resnet, mobilenet), ContextNet, FPENet, DABNet, EdaNet, ENet, Espnetv2, Ref…☆704Updated 4 months ago
- PyTorch implementation of DeepLabV3, trained on the Cityscapes dataset.☆768Updated 2 years ago
- The official Pytorch implementation of OCNet, OCRNet, and SegFix.☆1,190Updated 3 months ago
- Here is a pytorch implementation of deeplabv3+ supporting ResNet(79.155%) and Xception(79.945%). Multi-scale & flip test and COCO dataset…☆625Updated 3 years ago
- Fast, modular reference implementation and easy training of Semantic Segmentation algorithms in PyTorch.☆1,407Updated 4 years ago
- Semantic Segmentation in Pytorch☆1,340Updated 2 years ago
- Gated-Shape CNN for Semantic Segmentation (ICCV 2019)☆917Updated last year
- Semantic Segmentation on PyTorch (include FCN, PSPNet, Deeplabv3, Deeplabv3+, DANet, DenseASPP, BiSeNet, EncNet, DUNet, ICNet, ENet, OCNe…☆2,856Updated last year
- Semantic Segmentation in Pytorch. Network include: FCN、FCN_ResNet、SegNet、UNet、BiSeNet、BiSeNetV2、PSPNet、DeepLabv3_plus、 HRNet、DDRNet☆465Updated last year
- FastFCN: Rethinking Dilated Convolution in the Backbone for Semantic Segmentation.☆840Updated 3 years ago
- A PyTorch Implementation of Fast-SCNN: Fast Semantic Segmentation Network☆380Updated 2 years ago
- Semantic segmentation models, datasets and losses implemented in PyTorch.☆1,679Updated 7 months ago
- The OCR approach is rephrased as Segmentation Transformer: https://arxiv.org/abs/1909.11065. This is an official implementation of semant…☆3,156Updated last year
- Code for "Deep Snake for Real-Time Instance Segmentation" CVPR 2020 oral☆1,153Updated 6 months ago
- BiSeNet based on pytorch☆395Updated 4 years ago
- [CVPR 2021] Rethinking Semantic Segmentation from a Sequence-to-Sequence Perspective with Transformers☆1,052Updated 2 months ago
- Nvidia Semantic Segmentation monorepo☆1,773Updated 3 years ago
- LEDNet: A Lightweight Encoder-Decoder Network for Real-time Semantic Segmentation☆512Updated 3 years ago
- PyTorch Implementations for DeeplabV3 and PSPNet☆772Updated 4 years ago
- Code for the Lovász-Softmax loss (CVPR 2018)☆1,381Updated 6 months ago
- CCNet: Criss-Cross Attention for Semantic Segmentation (TPAMI 2020 & ICCV 2019).☆1,425Updated 3 years ago
- Add bisenetv2. My implementation of BiSeNet☆1,445Updated last month
- PyTorch implementation for semantic segmentation (DeepLabV3+, UNet, etc.)☆382Updated 4 years ago
- PyTorch implementation of PSPNet segmentation network☆585Updated 7 years ago
- Lightweight models for real-time semantic segmentation(include mobilenetv1-v3, shufflenetv1-v2, igcv3, efficientnet).☆352Updated 4 years ago
- PyTorch re-implementation of DeepLab v2 on COCO-Stuff / PASCAL VOC datasets☆1,092Updated 2 years ago
- The official implementation of "Deep Dual-resolution Networks for Real-time and Accurate Semantic Segmentation of Road Scenes"☆412Updated last year
- DeepLab v3+ model in PyTorch. Support different backbones.☆2,904Updated 3 months ago
- PyTorch implementation of ENet☆388Updated 3 years ago
- PyTorch for Semantic Segmentation☆1,724Updated 5 years ago