The multimodal data platform for physical AI

Build high-quality datasets for physical AI with Voxel51. Improve dataset coverage, model generalization, and performance.

Multimodal

End-to-end multimodal platform for physical AI

Get native support for complex time-series data in Voxel51. Get best-in-class multimodal search with visualization and annotation built-in.

Understand model behavior

Inspect synchronized camera, LiDAR, sensor, and robot state streams in a single timeline to understand model behavior with full scene context.

Find similar episodes

Search across entire datasets to discover recurring behaviors, edge cases, and missing data coverage. Query using natural language, embeddings, or semantic similarity.

Improve the dataset

Annotate, tag, and curate the highest-value demonstrations to continuously improve VLA generalization. Get a unified physical AI data platform for visualization, curation, and annotation.

Data Understanding

Explore multimodal datasets at scale

Search your dataset

Model behavior emerges across datasets, not individual recordings. Voxel51 indexes your data for fast natural language, visual similarity, and metadata search across samples, episodes, and behaviors.

Explore features

Natural language search with FiftyOne Agent to identify episodes where the robot is picking up clothes.

Visualize in context

Explore multimodal episodes in context with synchronized playback across images, 3D scenes, sensor streams, maps, and annotations.

Explore features

Multimodal data visualization in FiftyOne allows you to synchronize images, 3D, map, logs, plot, and message tiles on a timeline.

Curate the data that matters

Instantly slice, search, and filter massive multimodal datasets to weed out low-quality samples and surface the right insights.

Explore features

UI screenshot of an "Embeddings" panel showing 48 colorful clustered data points with a lasso selection, and a labels menu listing "occluded_grasp," "handoff," "cluttered_bin," and "object_slip."

Scale annotation without sacrificing quality

Create and manage high-quality labels across images, video, 3D, and multimodal data with automated QA, VLM-assisted labeling, and active learning.

Explore features

UI screenshot of an "Agentic Labeling" workflow with a text prompt reading "Label frayed cables using the attached positive samples," four cable images with bounding-box annotations, a pipeline sidebar (Load dataset, Data selection, Agentic Labeling, HITL review, Annotate), and a "Run Agent" button.

Benefits & ROI

Leading enterprises build using Voxel51

0%

increase in model accuracy

0+

months of development time saved

0x

faster data curation

Aerial view of a shipping port stacked with containers and cranes, illustrating physical AI for logistics and supply chain.

An older woman smiles while walking arm-in-arm with a younger woman in a bright home, representing healthcare applications.

Maintained 99% fall detection rates for model performance.

A tractor works a vast green crop field under overcast skies, illustrating physical AI for precision agriculture.

Two technicians in cleanroom suits work beside a robotic arm in a high-tech manufacturing facility, illustrating physical AI.

Black background image.

Foundation for Florence-2 VLM development

A driver relaxes with coffee, hands off the wheel, in a car using autonomous driving, illustrating physical AI for vehicles.

Eliminated repetitive manual transformations on 20 TB+ of visual data

A clinician in a white coat reviews a knee X-ray on a monitor, illustrating visual AI for medical imaging in healthcare.

A Berkshire Grey robotic arm with a suction gripper picks from a bin, showing physical AI for warehouse automation.

Sped up investigations of robotic arms by 3x.

A technician in safety goggles inspects a circuit board, illustrating visual AI for electronics and medical device manufacturing.

A man checks his phone beside a sleek AFEELA electric vehicle on a city street, illustrating physical AI for smart vehicles.

Official partner for visualizing Open Images Dataset V7

A Porsche 911 convertible parked above the ocean at sunset, illustrating physical AI for automotive applications.

Aerial view of a shipping port stacked with containers and cranes, illustrating physical AI for logistics and supply chain.

An older woman smiles while walking arm-in-arm with a younger woman in a bright home, representing healthcare applications.

Maintained 99% fall detection rates for model performance.

A tractor works a vast green crop field under overcast skies, illustrating physical AI for precision agriculture.

Two technicians in cleanroom suits work beside a robotic arm in a high-tech manufacturing facility, illustrating physical AI.

Black background image.

Foundation for Florence-2 VLM development

A driver relaxes with coffee, hands off the wheel, in a car using autonomous driving, illustrating physical AI for vehicles.

Eliminated repetitive manual transformations on 20 TB+ of visual data

A clinician in a white coat reviews a knee X-ray on a monitor, illustrating visual AI for medical imaging in healthcare.

A Berkshire Grey robotic arm with a suction gripper picks from a bin, showing physical AI for warehouse automation.

Sped up investigations of robotic arms by 3x.

A technician in safety goggles inspects a circuit board, illustrating visual AI for electronics and medical device manufacturing.

A man checks his phone beside a sleek AFEELA electric vehicle on a city street, illustrating physical AI for smart vehicles.

Official partner for visualizing Open Images Dataset V7

A Porsche 911 convertible parked above the ocean at sunset, illustrating physical AI for automotive applications.

COMPLIANCE & GOVERNANCE

Enterprise-grade security, scale, and extensibility

Voxel51 is built to meet the requirements of the most complex AI stacks.

Deploy anywhere

Diagram of FiftyOne Enterprise deployment options: cloud, hybrid, on-premise, air-gapped, and managed.

Fully customizable and extensible

Diagram of FiftyOne's customization options: front-end, security, plugins, and integrations, showing platform extensibility.

Supports billions of samples

FiftyOne interface listing image and video datasets with sample counts, illustrating support for large-scale data.

Dataset versioning

FiftyOne Enterprise dataset versioning view with snapshots, sample counts, and a rollback-to-snapshot option.

Role-based access controls

FiftyOne Enterprise role-based access controls, assigning teams view or edit permissions for data governance.

Integrations

Enough data wrangling. 
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