Detection data for crowded, low-light scenes, with faces and plates removed before annotation.

Person tracking, activity recognition and anomaly data, anonymised first.

Surveillance data carries the heaviest privacy load of anything we handle, and the anonymisation has to happen before a human annotator ever sees a frame.

We redact faces and plates in the pipeline, verify the redaction, and only then route the footage to annotation. The consent and retention record travels with every clip.

Where AI is being applied in safety & surveillance

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

Person tracking
Identity-consistent boxes across frames and camera handoffs.
Activity recognition
Defined behaviour classes with agreed onset and offset.
Crowd density
Counting and flow estimation in heavy occlusion.
Unattended objects
Left-item detection across cluttered public scenes.
Low light and thermal
Infrared and thermal footage annotated to the same schema.
PPE and safety compliance
Industrial safety equipment detection on site footage.

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.

Safety & surveillance datasets

Surveillance activity video

Defined behaviour classes and anomaly events with agreed onset and offset.

Person tracking video

Multi-camera footage with identity-consistent tracking through occlusion.

Thermal and infrared detection

Thermal and near-infrared footage annotated to the same schema as RGB.

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

Safety & surveillance questions

How is privacy handled?

Faces and plates are redacted before annotation and the redaction is verified. Raw footage is retained only for the period the contract specifies.

Can you work with our edge model constraints?

Yes. Label density and class granularity are set with the target model size in mind during scoping.

Other industries

AR / VR

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

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.

Power your safety & surveillance 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