NuLite - Lightweight and Fast Model for Nuclei Instance Segmentation and Classification
☆33Jan 19, 2026Updated 2 months ago
Alternatives and similar repositories for NuLite
Users that are interested in NuLite are comparing it to the libraries listed below
Sorting:
- ☆45Jan 19, 2026Updated 2 months ago
- An open-source UNet-based pipeline for nuclei segmentation in histopathology images using the PanNuke dataset. It features an interactive…☆10Jan 9, 2025Updated last year
- SONNET: A self-guided ordinal regression neural network for segmentation and classification of nuclei in large-scale multi-tissue histolo…☆17Sep 15, 2021Updated 4 years ago
- ☆12Mar 1, 2026Updated 3 weeks ago
- ☆12Aug 15, 2024Updated last year
- Histopathological Image Classification with Cell Morphology Aware Deep Neural Networks☆25Aug 23, 2025Updated 6 months ago
- UNet script, model, sample data☆14Feb 19, 2025Updated last year
- A style-aware deep learning model for adaptive cell instance segmentation by contrastive fine-tuning.☆10Apr 19, 2024Updated last year
- Feature extraction from GEOJson nuclei and tissue segmentation maps☆19Jun 23, 2025Updated 8 months ago
- MICCAI 2023: Morphology-inspired Unsupervised Gland Segmentation via Selective Semantic Grouping☆10Mar 5, 2026Updated 2 weeks ago
- The repository contains a simple pipeline for training Nuclei Segmentation Datasets of Histopathology Images.☆36Dec 8, 2022Updated 3 years ago
- ☆18May 7, 2024Updated last year
- ☆13Aug 30, 2024Updated last year
- Encoder-Decoder Cell and Nuclei segmentation models☆98Nov 14, 2025Updated 4 months ago
- [arXiv '24] Efficient Cell Nuclei Instance Segmentation with Large Convolution Kernels☆47Aug 28, 2024Updated last year
- CEll spatial Organization-based graph convolutional network☆27Feb 3, 2024Updated 2 years ago
- ☆198Jul 23, 2025Updated 7 months ago
- Simple library for preprocessing histopathological whole-slide images (WSI) into tiles (a.k.a. patches) towards deep learning☆57Sep 25, 2023Updated 2 years ago
- MICCAI-MLMI-2023: A Single-Point Prompt Network for Nuclei Image Segmentation (Boost SAM)☆30Oct 25, 2023Updated 2 years ago
- CellViT: Vision Transformers for Precise Cell Segmentation and Classification☆367Jul 23, 2025Updated 7 months ago
- ☆11Jul 15, 2023Updated 2 years ago
- [MICCAI 2024] Region Attention Transformer for Medical Image Restoration.☆41Updated this week
- ☆13Apr 27, 2020Updated 5 years ago
- [EMNLP 2024 Findings] ICON: Improving Inter-Report Consistency in Radiology Report Generation via Lesion-aware Mixup Augmentation☆17Dec 11, 2024Updated last year
- The code of Triple U-net: Hematoxylin-aware Nuclei Segmentation with Progressive Dense Feature Aggregation.☆20Mar 17, 2022Updated 4 years ago
- (NeurIPS 2022 CellSeg Challenge - 1st Winner) Open source code for "MEDIAR: Harmony of Data-Centric and Model-Centric for Multi-Modality …☆157Apr 1, 2024Updated last year
- This is the implementation of Embedded Prompt Tuning(EPT).☆14Feb 10, 2025Updated last year
- Cell Graph Transformer for Nuclei Classification, AAAI 2024☆27Oct 8, 2024Updated last year
- ☆36Mar 21, 2025Updated last year
- MICCAI2023 - TransNuSeg: A Lightweight Multi-Task Transformer for Nuclei Segmentation☆27Feb 5, 2024Updated 2 years ago
- One Model is All You Need: Multi-Task Learning Enables Simultaneous Histology Image Segmentation and Classification☆100Nov 27, 2024Updated last year
- Morphological Prototyping for Unsupervised Slide Representation Learning in Computational Pathology - CVPR 2024☆146Feb 22, 2025Updated last year
- This Repo contains the updated implementation of our paper "Weakly supervised 3D classification of chest CT using aggregated multi-resolu…☆26Jun 18, 2020Updated 5 years ago
- The official code of GEMINI - Homeomorphism Prior for Representation Learning (accepted by TPAMI 2025)☆12Apr 1, 2025Updated 11 months ago
- Ressources of histopathology datasets☆533Mar 6, 2026Updated 2 weeks ago
- [CIBM] The official code for "HSH-UNet: Hybrid selective high order interactive U-shaped model for automated skin lesion segmentation".☆11Apr 5, 2024Updated last year
- Pipeline for computational pathology☆38Jan 4, 2024Updated 2 years ago
- EP-SAM: Weakly Supervised Histopathology Segmentation via Enhanced Prompt with Segment Anything☆16Dec 9, 2024Updated last year
- This repository contains the entire pipline (including data preprocessing, training, testing, evaluation and visualization) for the Shear…☆10Dec 3, 2019Updated 6 years ago