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The repository provides code for running inference and finetuning with the Meta Segment Anything Model 3 (SAM 3), links for downloading the trained model checkpoints, and example notebooks that sho…

Python 8,624 1,218 Updated Mar 31, 2026

[ICLR '26 Oral] Official repository of the paper "AnyUp: Universal Feature Upsampling".

Jupyter Notebook 501 36 Updated Mar 4, 2026

Hiera: A fast, powerful, and simple hierarchical vision transformer.

Python 1,061 60 Updated Mar 2, 2024

Reference PyTorch implementation and models for DINOv3

Jupyter Notebook 9,979 792 Updated Mar 30, 2026

Official code for "No time to train! Training-Free Reference-Based Instance Segmentation"

Jupyter Notebook 299 25 Updated Mar 20, 2026

A tool for cell instance aware segmentation in densely packed 3D volumetric images

Python 124 41 Updated Mar 26, 2026

ilastik-shell, applets, and workflows to string them together.

Python 396 182 Updated Mar 31, 2026

Python project containing Ice remoting code for OMERO

Python 28 35 Updated Mar 25, 2026

Next-generation file format (NGFF) specifications for storing bioimaging data in the cloud.

Python 155 65 Updated Mar 16, 2026

Implementation of next-generation file format (NGFF) specifications for storing bioimaging data in the cloud.

Python 229 66 Updated Mar 30, 2026

Distributed segmentation for bio-image-analysis

Python 42 14 Updated Jan 18, 2026

Affinity based segmentation algorithms and tools

Jupyter Notebook 10 2 Updated May 12, 2025

napari: a fast, interactive, multi-dimensional image viewer for python

Python 2,628 479 Updated Mar 31, 2026

An implementation of chunked, compressed, N-dimensional arrays for Python.

Python 1,950 393 Updated Mar 31, 2026

Repository of scripts to facilitate participation in CellMap's segmentation challenge. This includes downloading data, simple setups for training 2D and 3D models, workflows for prediction and post…

Python 40 16 Updated Mar 25, 2026

Transformer-based cell tracking for live-cell microscopy

Python 126 28 Updated Mar 31, 2026

QuPath extension for Segment Anything Model (SAM)

Java 132 17 Updated Feb 15, 2026

Browse your OMERO database from within napari.

Python 40 16 Updated Jan 15, 2026

Deep learning-based image analysis for cochleae imaged in light-sheet microscopy

Python 6 1 Updated Mar 31, 2026

A napari plugin for making image annotation using feature space of vision transformers and Random Forest classifier

Python 21 2 Updated Nov 24, 2025

A nifty library for graph based image segmentation.

C++ 47 22 Updated May 3, 2025

Accurate and efficient spot detection for microscopy data

Python 120 17 Updated Feb 5, 2026

Collaborative image annotation and model training with human in the loop

Python 6 Updated Nov 28, 2025

Segment Anything for Histopathology

Python 59 7 Updated Mar 28, 2026

Parameter Efficient Fine-Tuning of Segment Anything Model

Python 34 3 Updated Oct 8, 2025

Segment Anything for Medical Imaging

Python 29 1 Updated Mar 11, 2026

Tool for robust segmentation of >100 important anatomical structures in CT and MR images

Python 2,571 416 Updated Mar 31, 2026

Reconstruction of synaptic structures in electron microscopy

Python 11 3 Updated Mar 20, 2026
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