Operational Showcase Active • India 🇮🇳

Inspect human demonstration data.

Browse and play multi-angle task sequences across operational factory floors, retail outlets, and household environments. Inspect bimanual state annotations and download schemas.

Inspection Console: Household Cooking Veg Prep

Household Data1080p • 30fps

Speed:

Dataset Scope

Bimanual cucumber peeling and slicing rounds using a claw safety grip on a cutting board.

Core EnvironmentControlled residential kitchen environment

Camera Modalities1x Egocentric (1440x1440 60fps), 3x Exocentric static tripod (1080p 30fps)

Technical Details

Duration Profile16s sequence run

Delivery DeliverablesH.264 MP4 task sequences + structural state annotations (.json / .csv)

Action AnnotationsBimanual task trajectories, object bounding boxes, and action phase flags

Ready to test sample clips in your model?Get evaluation-ready media packages with complete schemas.

Consent-firstVerified commercial release rights

Multi-angle ready1x stereo egocentric rig + 3x exocentric cameras

Rich State LogsActive hand trajectories and bounding boxes

Capture hardware

Stereo camera specification.

The egocentric rig records synchronized visual, motion, audio, and hand signals in a single training-ready capture.

CamerasDual 1080p at 30 fps · Global shutter

Field of view157° × 84° per camera

Stereo baseline63 mm — matched to human IPD

IMU9-DoF at 400 Hz

AudioStereo, dual microphones

Hand detectionEgoHand — real-time, on-device, every frame*

SynchronizationAll four streams on one hardware clock

EncodingH.265 / HEVC, on-device

OutputOne time-aligned .mcap file

StorageMicroSD — 128 GB card included

ConnectivityWi-Fi + USB — live preview, upload, direct transfer

Voice promptsBuilt-in speaker — session and status announcements

MountAdjustable pitch bracket

PowerAny USB power bank — runtime scales with capacity

Weight≈ 200 g, headset only

* Hand detection runs on-device for every frame.

Evaluation-ready

Know exactly what your team receives.

A focused sample package gives technical and procurement teams enough evidence to assess quality, rights, and integration fit.

Curated task clipsRepresentative sequences from the environments and workflows you care about.

Rights documentationClear consent methodology and commercial-use status for buyer review.

Metadata previewExample JSON or CSV schemas with task, object, environment, and QA fields.

Capture recommendationA practical path from evaluation sample to a production collection program.

Test the data before you scale it.

Send the environment, objects, robot task, target hours, and schema. We will scope a focused evaluation sample and collection path.

Start sample brief View data specs