zh320 / realtime-semantic-segmentation-pytorch
PyTorch implementation of over 30 realtime semantic segmentations models, e.g. BiSeNetv1, BiSeNetv2, CGNet, ContextNet, DABNet, DDRNet, EDANet, ENet, ERFNet, ESPNet, ESPNetv2, FastSCNN, ICNet, LEDNet, LinkNet, PP-LiteSeg, SegNet, ShelfNet, STDC, SwiftNet, and support knowledge distillation, distributed training, Optuna etc.
☆199Updated 2 months ago
Alternatives and similar repositories for realtime-semantic-segmentation-pytorch
Users that are interested in realtime-semantic-segmentation-pytorch are comparing it to the libraries listed below
Sorting:
- Official implementation of SCTNet (AAAI2024)☆269Updated last year
- [CVPR 2024 Workshops] SERNet-Former: Semantic Segmentation by Efficient Residual Network with Attention-Boosting Gates and Attention-Fusi…☆67Updated 5 months ago
- This is the official repository for our recent work: PIDNet☆668Updated 9 months ago
- [CVPR2023] FastInst: A Simple Query-Based Model for Real-Time Instance Segmentation☆199Updated last year
- The official implementation of "Deep Dual-resolution Networks for Real-time and Accurate Semantic Segmentation of Road Scenes"☆434Updated last year
- [ICLR 2023 & IJCV 2025] SeaFormer: Squeeze-enhanced Axial Transformer☆326Updated 3 months ago
- The official implementation of "Rethink Dilated Convolution for Real-time Semantic Segmentation"☆87Updated last year
- Semantic Segmentation in Pytorch. Network include: FCN、FCN_ResNet、SegNet、UNet、BiSeNet、BiSeNetV2、PSPNet、DeepLabv3_plus、 HRNet、DDRNet☆494Updated last year
- ☆146Updated last year
- (MICCAI23) This is the official code repository for "EGE-UNet: an Efficient Group Enhanced UNet for skin lesion segmentation".☆282Updated last year
- This is the unofficial code of Deep Dual-resolution Networks for Real-time and Accurate Semantic Segmentation of Road Scenes. which achi…☆169Updated last year
- Using MobileNet as the backbone of UNet☆67Updated 4 years ago
- CEDNet: A Cascade Encoder-Decoder Network for Dense Prediction (Pattern Recognition 2024)☆122Updated 5 months ago
- SegNext Implementation in PyTorch☆56Updated last year
- E2EC: An End-to-End Contour-based Method for High-Quality High-Speed Instance Segmentation☆226Updated last year
- TopFormer: Token Pyramid Transformer for Mobile Semantic Segmentation, CVPR2022☆397Updated 2 years ago
- ☆169Updated 3 months ago
- 这是一个segformer-pytorch的源码,可以用于训练自己的模型。☆371Updated last year
- a small tool for image augmentation, including mask files to json/xml files , image augmentation(flip,rotation,noise,...) and so on☆58Updated 2 years ago
- bisenetv2优化版☆34Updated 2 years ago
- 该仓库中放置了一些工具,用于调整语义分割算法的数据集格式,使其符合训练要求。☆161Updated 2 years ago
- ☆131Updated 8 months ago
- ☆318Updated 2 weeks ago
- Centralized Feature Pyramid for Object Detection☆247Updated last year
- 这 是一个hrnet-pytorch的库,可用于训练自己的语义分割数据集☆137Updated last year
- Inspection of Power Line Assets Dataset (InsPLAD)☆86Updated 3 months ago
- This repository is an official PyTorch implementation of our paper 'LETNet_Lightweight-Real-time-Semantic-Segmentation-Network-with-Effic…☆30Updated last year
- [IMAVIS] Official implementation of "ASF-YOLO: A Novel YOLO Model with Attentional Scale Sequence Fusion for Cell Instance Segmentation".☆86Updated 2 months ago
- a novel real-time model in semantic segmentation☆124Updated 3 months ago
- [arXiv] The official code for "UltraLight VM-UNet: Parallel Vision Mamba Significantly Reduces Parameters for Skin Lesion Segmentation".☆281Updated last week