DualU-Net is a multi-task deep learning model for nuclei segmentation and classification. It employs a dual-decoder design that predicts both pixel-wise segmentation maps and Gaussian-based centroid density maps, enabling fast and accurate instance segmentation in histopathological images.
☆11Jun 2, 2025Updated last year
Alternatives and similar repositories for DualU-Net
Users that are interested in DualU-Net are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆24Mar 13, 2026Updated 7 months ago
- Unsupervised segmentation of cells and nuclei their in complex tissue samples☆12Apr 26, 2025Updated last year
- Evaluation of a simple CNN model for glaucoma detection trained on a single public dataset against complex architectures trained on multi…☆11Sep 24, 2022Updated 4 years ago
- MNIST-like dataset of unown pokemons.☆10Nov 2, 2020Updated 6 years ago
- Computer Vision application to diagnose diverse Cytology samples using medical imaging Data from a virtual microscope. Showcased in IH Ha…☆11Oct 30, 2024Updated 2 years ago
- 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.
- Official implementation of "Conditional Diffusion Models are Medical Image Classifiers that Provide Explainability and Uncertainty for Fr…☆11Apr 8, 2025Updated last year
- A curation of medical image registration papers and source codes. This repository is actively maintained by MICCAI SIG-BIR.☆13Dec 4, 2024Updated last year
- ☆11Jun 18, 2025Updated last year
- An Efficient, High-Quality 3D Segmentation for Medical Image Analysis with Constrained Computational Resources☆14Feb 17, 2025Updated last year
- 👁️ Facial Landmark Annotation Tool with OpenCV☆12Apr 5, 2024Updated 2 years ago
- [IEEE TGRS 2026] Reference and Attention Guided Few-Shot Adaptation of Segment Anything Model for Remote Sensing Images☆12Apr 23, 2026Updated 6 months ago
- Computer Vision project to recognize cosmic data (asteroid, comet, galaxy, nebula, planet, star) using NASA API to get images, ResNet50 a…☆12Mar 7, 2025Updated last year
- Official code of MUSE: Multi-Subject Unified Synthesis via Explicit Layout Semantic Expansion[ICCV2025].☆13Sep 16, 2025Updated last year
- ☆13Apr 8, 2025Updated last year
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- 🔥 [NeurIPS 2024] A Cat Is A Cat (Not A Dog!): Unraveling Information Mix-ups in Text-to-Image Encoders through Causal Analysis and Embed…☆15Jun 21, 2025Updated last year
- An automatic deep learning algorithm for spot detection in fluorescence microscopy images.☆29Aug 21, 2026Updated 2 months ago
- Official Implementation for the paper titled: "Counterfactual Disease Removal and Generation in Chest X-Rays Using Diffusion Models"☆15Dec 8, 2025Updated 11 months ago
- ☆15Aug 5, 2024Updated 2 years ago
- ☆13May 10, 2020Updated 6 years ago
- Official Pytorch Implementation of "Cross-Attention Head Position Patterns Can Align with Human Visual Concepts in Text-to-Image Generati…☆12Aug 26, 2025Updated last year
- This repository contains the code used to create the results presented in the paper: "From Coarse to Fine-Grained Open-Set Recognition". …☆16Aug 2, 2024Updated 2 years ago
- Segment Anything for Histopathology☆76Jun 6, 2026Updated 5 months ago
- ☆22May 8, 2023Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Official repository for "Emergence and Evolution of Interpretable Concepts in Diffusion Models"☆13Oct 22, 2025Updated last year
- Fast Diffusion-Based Counterfactuals for Shortcut Removal and Generation (ECCV 2024 ORAL)☆17Sep 3, 2024Updated 2 years ago
- ☆13Aug 23, 2019Updated 7 years ago
- ☆11Feb 22, 2021Updated 5 years ago
- ☆15Jul 12, 2023Updated 3 years ago
- Papez: Resource-Efficient Speech Separation with Auditory Working Memory (ICASSP 2023)☆22Jun 25, 2023Updated 3 years ago
- [ icml 2026 ]SCRWKV: Ultra-Compact Structure-Calibrated Vision-RWKV for Topological Crack Segmentation☆21May 21, 2026Updated 5 months ago
- [MedIA'25] UN-SAM: Domain-Adaptive Self-Prompt Segmentation for Universal Nuclei Images☆96Jun 25, 2025Updated last year
- HistoSeg is an Encoder-Decoder DCNN which utilizes the novel Quick Attention Modules and Multi Loss function to generate segmentation mas…☆27Apr 11, 2025Updated last year
- 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.
- A very simple GPU job scheduler - To run multiple jobs with assigned (limited) GPU resources in a dynamic way☆12Mar 31, 2024Updated 2 years ago
- ☆14Mar 11, 2026Updated 7 months ago
- Deep feature selection using GA for classification of cervical cytology images.☆18May 11, 2021Updated 5 years ago
- [TMI 2026] Official implementation of "PGVMS: A Prompt-Guided Unified Framework for Virtual Multiplex IHC Staining with Pathological Sema…☆15May 12, 2026Updated 5 months ago
- Histopathological Diffusion-based Stain Transfer☆15Sep 22, 2025Updated last year
- BioDCASE 2026 Challenge Baseline for Cross-Domain Mosquito Species Classification☆11Jul 6, 2026Updated 4 months ago
- ☆10Nov 5, 2020Updated 6 years ago
Are these results useful?