Data for interfaces with no keyboard, where the input is a hand, a glance or a spoken command.

Hand tracking, gaze, spatial audio and gesture data for headsets.

Spatial computing removes every affordance a model can rely on. There is no click, no cursor and no consistent lighting, so the training set has to carry the variation instead.

We collect gesture, gaze and spatial audio in real rooms with real clutter, across body types and lighting conditions that a lab capture never produces.

Where AI is being applied in ar / vr

The applications teams actually come to us for, rather than the full theoretical list.

Hand and gesture tracking
Keypoint annotation across skin tones, jewellery and occlusion.
Gaze estimation
Eye tracking data with calibration metadata and headset pose.
Spatial audio
Multi-channel capture with room impulse and source position labelled.
Scene understanding
Segmentation of real interiors for occlusion and plane detection.
Avatar and expression
Facial expression capture for driven avatars.
Voice commands
Wake words and short commands recorded in-headset.

How Karmyug helps

AI data collection

Speech, image, video and text collected to your spec, recruited by quota.

Generative AI services

Prompts, preference pairs, rubric ratings and red teaming for language models.

Data annotation

Boxes, polygons, masks, cuboids and text labels, measured against gold.

Data transcription

Verbatim, timestamped and diarised transcripts from native linguists.

AR / VR datasets

Wake words and voice commands

Short command sets recorded at varied distance, angle and background noise.

Facial expression images

Consented facial capture across regions, ages and lighting, labelled by expression.

Gesture and action video

Hand gestures and body actions recorded across body types and lighting.

Data security and compliance

The controls your risk team will ask about, before they ask.

GDPR
EU data subject rights and DPAs
CCPA
California consumer privacy
DPDP Act 2023
India data protection, in-region storage

Read the security policy

AR / VR questions

Can you collect inside a specific headset?

Yes, where we can source the device. Device model and firmware are recorded per session.

Do you handle biometric consent?

Face and gaze data runs under a separate consent template that names the biometric use explicitly.

Other industries

Automotive

Perception, driver monitoring and in-car speech for ADAS and autonomy.

Banking & finance

KYC, document automation, fraud labelling and support analytics.

Healthcare

Medical imaging, clinical NLP and consultation transcription.

Retail & e-commerce

Shelf recognition, catalogue attributes, visual search and support data.

Power your ar / vr AI with data you can audit.

Start with a pilot batch against your real guidelines. You accept it before anything scales.

Book an AI data strategy call See solutions