IVIPLab / LETNet
This repository is an official PyTorch implementation of our paper “LETNet: Lightweight-Real-time-Semantic-Segmentation-Network-with-Efficient-Transformer-and-CNN”.(TITS2023)
☆32Updated last year
Alternatives and similar repositories for LETNet:
Users that are interested in LETNet are comparing it to the libraries listed below
- This repository is an official PyTorch implementation of our paper 'LETNet_Lightweight-Real-time-Semantic-Segmentation-Network-with-Effic…☆27Updated last year
- A lightweight CNN-based model for medical image segmentation.☆93Updated last year
- ☆19Updated 8 months ago
- The official PyTorch implementation of our paper "MCA: Multidimensional collaborative attention in deep convolutional neural networks for…☆59Updated last year
- ☆101Updated 4 months ago
- ☆34Updated 11 months ago
- ☆21Updated 3 months ago
- ☆44Updated 7 months ago
- ☆10Updated 5 months ago
- [ICASSP 2024] This is the official code for "LEFormer: A Hybrid CNN-Transformer Architecture for Accurate Lake Extraction from Remote Sen…☆19Updated 11 months ago
- [CVPR 2025] SegMAN: Omni-scale Context Modeling with State Space Models and Local Attention for Semantic Segmentation☆44Updated 2 weeks ago
- ☆95Updated last year
- ☆59Updated last year
- ☆43Updated last week
- [AAAI 2025] SparX: A Sparse Cross-Layer Connection Mechanism for Hierarchical Vision Mamba and Transformer Networks☆27Updated 2 weeks ago
- The official codes for the work "MSVM-UNet: Multi-Scale Vision Mamba UNet for Medical Image Segmentation".☆51Updated 5 months ago
- Official Pytorch Code base for "MobileUtr: Revisiting the relationship between light-weight CNN and Transformer for efficient medical ima…☆31Updated last year
- ☆51Updated 2 years ago
- CVPR 2024 Highlight: Frequency-Adaptive Dilated Convolution for Semantic Segmentation☆136Updated 3 months ago
- This repo is an pytorch implementation of CVPR2019 paper: Decoders Matter for Semantic Segmentation: Data-Dependent Decoding Enables Flex…☆31Updated 6 years ago
- ☆92Updated last year
- [ECCV 2024] Context-Guided Spatial Feature Reconstruction for Efficient Semantic Segmentation☆89Updated 5 months ago
- Official Pytorch implementations for "MetaSeg: MetaFormer-based Global Contexts-aware Network for Efficient Semantic Segmentation" (WACV …☆38Updated 6 months ago
- [CIBM] Accurate Leukocyte Detection Based on Deformable-DETR and Multi-Level Feature Fusion for Aiding Diagnosis of Blood Diseases☆56Updated last year
- ☆120Updated last year
- Cross-Layer Feature Pyramid Transformer for Small Object Detection in Aerial Images☆58Updated 7 months ago
- RepNeXt: A Fast Multi-Scale CNN using Structural Reparameterization☆37Updated 5 months ago
- [MICCAI 2023] Unlocking Fine-Grained Details with Wavelet-based High-Frequency Enhancement in Transformers☆23Updated last year
- Official repository of paper titled "CAS-ViT: Convolutional Additive Self-attention Vision Transformers for Efficient Mobile Applications…☆55Updated 3 months ago
- ☆52Updated 9 months ago