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Interactive Tool and Model Demo

Explore the 3D curation workflow and try our model.

Curation

Add or subtract voxels, create new labels, and delete selected labels.

Block-wise annotation

Curate large 3D volumes in manageable spatial blocks.

One-click segmentation

Segment any cell you selected.

Human-in-the-loop fine-tuning

Use curated labels to update the model iteratively.

Quantitative measurement

Measure instance counts, volumes, morphology, and spatial statistics.

3D reconstruction

Inspect reconstructed cellular instances from label volumes.

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Example Gallery

Explore example 3D segmentations generated by FOCUS-3D. Select an example to inspect the original volume and instance segmentation.

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Try FOCUS-3D online

Try FOCUS-3D directly online with your own 3D image or TIFF volume. Upload your data to the Hugging Face Space, run the model, and view the resulting segmentation.

Bring your own 3D volume

The online demo lets you upload a 3D image or TIFF volume and explore the model's segmentation result in your browser.