IVIPLab / LETNetLinks
This repository is an official PyTorch implementation of our paper “LETNet: Lightweight-Real-time-Semantic-Segmentation-Network-with-Efficient-Transformer-and-CNN”.(TITS2023)
☆35Updated last year
Alternatives and similar repositories for LETNet
Users that are interested in LETNet are comparing it to the libraries listed below
Sorting:
- A lightweight CNN-based model for medical image segmentation.☆102Updated last year
- ☆22Updated last year
- The official PyTorch implementation of our paper "MCA: Multidimensional collaborative attention in deep convolutional neural networks for…☆71Updated 2 years ago
- This repository is an official PyTorch implementation of our paper 'LETNet_Lightweight-Real-time-Semantic-Segmentation-Network-with-Effic…☆40Updated last year
- ☆119Updated 4 months ago
- ☆65Updated 2 years ago
- Orthogonal Channel Attentions Networks☆52Updated last year
- ☆33Updated last year
- ☆34Updated last year
- CVPR 2024 Highlight: Frequency-Adaptive Dilated Convolution for Semantic Segmentation☆159Updated 10 months ago
- ☆28Updated 10 months ago
- ☆34Updated 5 months ago
- ☆41Updated last month
- (ICCV'23) Learning to Upsample by Learning to Sample☆163Updated last year
- [CVPR 2025] SCSegamba: Lightweight Structure-Aware Vision Mamba for Crack Segmentation in Structures☆169Updated 3 months ago
- Boundary-Guided Camouflaged Object Detection☆120Updated 2 years ago
- ☆92Updated 5 months ago
- [TIP2023] Lightweight Spatial Boosting Network for Detecting Salient Objects in RGB-Thermal Images☆43Updated 10 months ago
- A Simple but Effective Downsampling Module For Semantic Segmentation☆120Updated 2 years ago
- [TGRS2025] Cross-Layer Feature Pyramid Transformer for Small Object Detection in Aerial Images☆69Updated last year
- ☆116Updated 6 months ago
- Official repository of paper titled "CAS-ViT: Convolutional Additive Self-attention Vision Transformers for Efficient Mobile Applications…☆75Updated 10 months ago
- ☆65Updated last year
- [ICASSP 2024] This is the official code for "LEFormer: A Hybrid CNN-Transformer Architecture for Accurate Lake Extraction from Remote Sen…☆25Updated last year
- [ECCV 2024] Context-Guided Spatial Feature Reconstruction for Efficient Semantic Segmentation☆123Updated 3 months ago
- [ICCV2025] Official Pytorch Implementation of TinyViM☆93Updated 4 months ago
- [CVPR 2025] SegMAN: Omni-scale Context Modeling with State Space Models and Local Attention for Semantic Segmentation☆164Updated 2 weeks ago
- ☆11Updated last year
- This is the official code repository for "MEW-UNet: Multi-axis representation learning in frequency domain for medical image segmentation…☆29Updated 2 years ago
- The official codes for the work "MSVM-UNet: Multi-Scale Vision Mamba UNet for Medical Image Segmentation".☆63Updated last month