Interactive 2D
Click-guided cell masks
Rapidly isolate cells with positive and negative prompts.
AI Microscopy Intelligence
See every cell.Segment anything.
A next-generation visual intelligence platform for interactive and automatic segmentation, annotation and tracking across complex multidimensional microscopy data.
One foundation. Many modalities.
Microscopy-native intelligence
Designed for scientists who need speed without sacrificing control: click-guided masks, automatic instances, volumetric annotation and temporal tracking in a unified workflow.
2DInteractive cell segmentation
3DVolumetric organelle analysis
4DTime-series object tracking
AIMicroscopy-specialized models
Live visual demonstrations
The intelligent visual lab
Large-format embedded demonstrations show how point prompts, volumetric context and temporal data become precise, editable scientific objects.
Volumetric 3D
Organelle segmentation
Navigate and annotate structures across dense image stacks.
Temporal Tracking
Follow cells through time
Connect instances into coherent biological trajectories.
Human-in-the-loop pipeline
From pixels to quantified biology
A presentation-ready workflow that explains how microscopy images become validated masks, object identities and downstream measurements.
01 / INGEST
Load imaging data
Open fluorescence, brightfield or electron microscopy images and multidimensional stacks.
02 / PROMPT
Guide the model
Use points, boxes or existing masks to communicate the target structure.
03 / PREDICT
Generate masks
AI proposes precise object boundaries using microscopy-adapted representations.
04 / REFINE
Correct instantly
Add or remove prompts and edit labels while preserving researcher control.
05 / ANALYZE
Measure & track
Export instances for morphology, counts, trajectories and statistical analysis.
Enterprise-ready scientific toolkit
Built for real research workflows
More than a segmentation demo: the platform can anchor annotation services, model adaptation and reusable analysis pipelines.
Interactive annotation
Fast human-guided segmentation dramatically reduces manual tracing while retaining expert oversight for difficult boundaries.
Positive promptsNegative promptsBounding boxesMask correction
Automatic instances
Detect and separate multiple objects across an image, enabling scalable counting and morphology extraction.
Cell countingNuclei masksOrganelle analysisBatch inference
3D microscopy
Work through z-stacks and dense ultrastructure data with volumetric context and slice-aware label propagation.
Z-stack navigationEM volumesMitochondriaVolumetric labels
Tracking & adaptation
Associate objects over time and adapt models to specialized imaging domains for improved task-specific performance.
Cell trajectoriesTime lapseFine-tuningCustom datasets
Scientific imaging, reimagined
CellScope AI
Transform microscopy images into precise, editable and measurable biological intelligence.
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