A lightweight CNN-based model for medical image segmentation.
☆107Dec 11, 2023Updated 2 years ago
Alternatives and similar repositories for U-Lite
Users that are interested in U-Lite are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Unofficial Pytorch-Implementation of "1M parameters are enough? A lightweight CNN-Based model for medical image segmentation".☆13Aug 15, 2023Updated 3 years ago
- A Lightweight Model based on Mamba and CNN for Skin Lesion Segmentation☆38Oct 17, 2025Updated last year
- The official code for "LiteMamba-Bound: A lightweight Mamba-based model with boundary-aware and normalized active contour loss for skin l…☆14Nov 29, 2025Updated 10 months ago
- Siamese-based ConviMixer combined with few-shot learning for classification under limited data☆29Feb 17, 2024Updated 2 years ago
- A-Net: An A-shape Lightweight Neural Network for Real-time Surface Defect Segmentation☆19Feb 1, 2024Updated 2 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- This is our implemented source code for the paper "Mixmamba-fewshot: mamba and attention mixer-based method with few-shot learning for be…☆50Mar 2, 2025Updated last year
- (MICCAI23) This is the official code repository for "EGE-UNet: an Efficient Group Enhanced UNet for skin lesion segmentation".☆338Jul 20, 2023Updated 3 years ago
- This is our implemented source code for the paper "A Bearing Fault Diagnosis Framework Based on Few-Shot Learning with Distribution Consi…☆17Jan 7, 2025Updated last year
- Pytorch implementation of "LightM-UNet: Mamba Assists in Lightweight UNet for Medical Image Segmentation"☆447Jul 28, 2026Updated 2 months ago
- A Lightweight Multi-modality Image Segmentation Network via Domain Adaptation using Gradient Magnitude and Shape Constraint☆10Apr 3, 2023Updated 3 years ago
- QTSeg: A Query Token-Based Architecture for Efficient 2D Medical Image Segmentation☆12Feb 28, 2025Updated last year
- ☆125Mar 15, 2024Updated 2 years ago
- Official Pytorch Code base for "MobileUtr: Revisiting the relationship between light-weight CNN and Transformer for efficient medical ima…☆31Aug 12, 2025Updated last year
- ☆299Nov 10, 2025Updated 11 months ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Introduced 3D CBAM Attention to the PoseC3D in MMAction2☆17May 11, 2022Updated 4 years ago
- An awesome collection of resources and papers on Dichotomous Image Segmentation.☆16Aug 25, 2025Updated last year
- repository for CAML: Correlation-aware mutual learning for semi-supervised medical image segmentation☆39Apr 12, 2023Updated 3 years ago
- This repository is an official PyTorch implementation of our paper 'LETNet_Lightweight-Real-time-Semantic-Segmentation-Network-with-Effic…☆41Nov 5, 2023Updated 2 years ago
- ☆22Aug 18, 2020Updated 6 years ago
- Official Pytorch Code base for "UNeXt: MLP-based Rapid Medical Image Segmentation Network", MICCAI 2022☆571Sep 9, 2023Updated 3 years ago
- [Patterns (Cell subsidiary journal)] The official code for "UltraLight VM-UNet: Parallel Vision Mamba Significantly Reduces Parameters fo…☆363Jul 20, 2025Updated last year
- This repository is an offical PyTorch implementation of SD-GAN: Semantic Decomposition for Face Image Synthesis with Discrete Attribute.☆13Mar 18, 2024Updated 2 years ago
- ☆10Dec 25, 2025Updated 9 months ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Applying Evolutionary Computing to Embeddings of Diffusion Models☆16Updated this week
- Code for the paper "SelfReg-UNet: Self-Regularized UNet for Medical Image Segmentation "☆62Jan 19, 2025Updated last year
- ☆12Dec 19, 2024Updated last year
- This repo contains implementation of uncertainty estimation, rectification, and minimization for guiding the pseudo-label learning in sem…☆14Apr 17, 2026Updated 6 months ago
- ☆11Feb 7, 2023Updated 3 years ago
- ☆63Sep 2, 2024Updated 2 years ago
- Automated prediction of treatment effectiveness in ovarian cancer using histopathological images☆16Sep 10, 2024Updated 2 years ago
- The official codes for the work "MSVM-UNet: Multi-Scale Vision Mamba UNet for Medical Image Segmentation".☆80Sep 15, 2026Updated last month
- A simple collection of arXiv daily graph mining-related papers for personal reading.☆24Updated this week
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Polyp dataset generation☆31Jan 13, 2025Updated last year
- The params of lightweight infrared small target segmentation network (LW-IRSTNet)is 0.16M and FLOPs is 303M.☆24Sep 24, 2025Updated last year
- Official PyTorch implementation of UACANet: Uncertainty Augmented Context Attention for Polyp Segmentation (ACMMM 2021)☆169Nov 8, 2022Updated 3 years ago
- Source code for the paper "FedUKD: Federated UNet Model with Knowledge Distillation for Land Use Classification from Satellite and Street…☆19Feb 9, 2023Updated 3 years ago
- [IEEE TIM 2024] Partition A Medical Image: Extracting Multiple Representative Sub-Regions for Few-shot Medical Image Segmentation☆19Oct 10, 2024Updated 2 years ago
- [MICCAI 2024 Oral] The official code of "TinyU-Net: Lighter Yet Better U-Net with Cascaded Multi-receptive Fields"☆51May 17, 2026Updated 5 months ago
- Recurrent Level Set☆12Apr 15, 2017Updated 9 years ago