Train models. Apply them.
Train on your own images and annotations, then use pretrained or custom models to predict on new images in batches.
SEGMENTATION · DETECTION · CLASSIFICATIONVISUAL AI FOR SCIENCE & INDUSTRY
United Vision
Connect model training, image inference and 3D analysis. Explore your data, identify structures and understand results in one desktop workspace.
Interactive illustration · Synthetic shapes, not real analysis results
01 / CAPABILITIES
From loading your first image to reusing your own models and analysis workflows. Bring everyday visual AI tools within reach.
Train on your own images and annotations, then use pretrained or custom models to predict on new images in batches.
SEGMENTATION · DETECTION · CLASSIFICATIONExplore models including SAM, Cellpose and StarDist, plus interactive segmentation with points and boxes. Choose a starting point that fits your task.
PRETRAINED MODELS · INTERACTIVE SEGMENTATIONExplore denoising and super-resolution tools to improve image appearance, then inspect the output in the preview.
DENOISING · SUPER-RESOLUTIONLoad images, stacks and volumetric data. Inspect structures in the integrated 3D viewer, with data inputs including TIFF, HDF5 and VGL.
IMAGE STACKS · VOLUME VIEWING02 / WORKFLOW
Select images, stacks and annotations. Organize your workspace.
Start with a pretrained model, or train one for your own data.
Run inference. Review results in image previews and the 3D viewer.
Save results, run automated analysis or continue exploring in Dragonfly.
03 / ANALYZE & CONNECT
An integrated particle workflow brings segmentation, measurements and reporting into repeatable steps, with statistical tables and Word reports.
Connect to Dragonfly 3D World to transfer images and annotations, and run reusable analysis recipes in your connected session.
Dragonfly integration requires a separate installation, valid license and connection. Model capabilities depend on the selected model, dependencies and hardware.
04 / GOOD TO KNOW
This is an introduction to the desktop application. Analysis happens in the desktop software. This website does not upload or process your research images.
Designed for 64-bit Windows 10 / 11. A CUDA-capable NVIDIA GPU is recommended; some features can use the CPU. Requirements vary by model and dataset size.
This first version introduces the product. Public downloads and online purchases are not available here yet. Distribution and licensing information will be added later.
Model training, inference and local particle analysis are available in the desktop workspace. Dragonfly integration is an additional workflow requiring its own installation and license.
United Vision / VyZ.World
A more connected workflow for scientific and industrial image analysis.