XU-GITHUB-curry / LETNetLinks
This repository is an official PyTorch implementation of our paper 'LETNet_Lightweight-Real-time-Semantic-Segmentation-Network-with-Efficient-Transformer-and-CNN' (2023 TITS)
☆42Updated 2 years ago
Alternatives and similar repositories for LETNet
Users that are interested in LETNet are comparing it to the libraries listed below
Sorting:
- (ICCV'23) Learning to Upsample by Learning to Sample☆183Updated last year
- OpenMMLab Semantic Segmentation Toolbox and Benchmark.☆75Updated 2 weeks ago
- SegNext Implementation in PyTorch☆59Updated 2 years ago
- ☆121Updated 7 months ago
- ☆71Updated 2 years ago
- CEDNet: A Cascade Encoder-Decoder Network for Dense Prediction (Pattern Recognition 2024)☆134Updated last year
- ☆284Updated 3 months ago
- Official implementation of SCTNet (AAAI2024)☆314Updated 2 years ago
- A lightweight CNN-based model for medical image segmentation.☆104Updated 2 years ago
- [ICLR 2023 & IJCV 2025] SeaFormer: Squeeze-enhanced Axial Transformer☆352Updated last year
- [ICCV2023] This is an official implementation for "Scale-Aware Modulation Meet Transformer".☆214Updated 2 years ago
- (MICCAI23) This is the official code repository for "EGE-UNet: an Efficient Group Enhanced UNet for skin lesion segmentation".☆316Updated 2 years ago
- Boundary-Guided Camouflaged Object Detection☆124Updated 3 years ago
- [CVPR 2024 Workshops] SERNet-Former: Semantic Segmentation by Efficient Residual Network with Attention-Boosting Gates and Attention-Fusi…☆71Updated last year
- Official Pytorch implementations for "MetaSeg: MetaFormer-based Global Contexts-aware Network for Efficient Semantic Segmentation" (WACV …☆40Updated last year
- [TNNLS 2025] TransXNet: Learning Both Global and Local Dynamics with a Dual Dynamic Token Mixer for Visual Recognition☆229Updated 8 months ago
- Real-time Semantic Segmentation☆60Updated 2 years ago
- [ECCV 2024] Context-Guided Spatial Feature Reconstruction for Efficient Semantic Segmentation☆131Updated 3 months ago
- [CVPR 2025] SCSegamba: Lightweight Structure-Aware Vision Mamba for Crack Segmentation in Structures☆232Updated 2 months ago
- ACC-UNet is A Completely Convolutional UNet model inspired from transformer-based UNets☆123Updated 2 years ago
- ☆29Updated last year
- [IEEE TPAMI'25] Low-Resolution Self-Attention For Semantic Segmentation☆67Updated 7 months ago
- [WACV 2024] Beyond Self-Attention: Deformable Large Kernel Attention for Medical Image Segmentation☆256Updated 2 years ago
- ☆133Updated 3 years ago
- The official PyTorch implementation of our paper "MCA: Multidimensional collaborative attention in deep convolutional neural networks for…☆72Updated 2 years ago
- Centralized Feature Pyramid for Object Detection☆255Updated 2 years ago
- The official code of "Rethinking Local Perception in Lightweight Vision Transformer"☆91Updated 2 years ago
- [ICASSP 2024] This is the official code for "LEFormer: A Hybrid CNN-Transformer Architecture for Accurate Lake Extraction from Remote Sen…☆27Updated last year
- This repository is an official PyTorch implementation of our paper “LETNet: Lightweight-Real-time-Semantic-Segmentation-Network-with-Effi…☆36Updated 2 years ago
- [Patterns (Cell subsidiary journal)] The official code for "UltraLight VM-UNet: Parallel Vision Mamba Significantly Reduces Parameters fo…☆339Updated 6 months ago