Perception and cabin data from the conditions that actually break driving stacks.
Perception, driver monitoring and in-car speech for ADAS and autonomy.
The frames that matter are the ones nobody wants to collect: night rain, low sun, a pedestrian half-occluded by a parked van, a road sign in a script your OCR has never seen.
We annotate those deliberately and tell you what fraction of the delivered set is hard, because a benchmark built only from clear daylight gives a number you cannot trust.
Where AI is being applied in automotive
The applications teams actually come to us for, rather than the full theoretical list.
Object detection
Vehicles, pedestrians, cyclists and road furniture across conditions.
Lane and drivable area
Pixel-level segmentation including worn and missing markings.
LiDAR and sensor fusion
3D cuboids with camera and point cloud synchronised.
Driver monitoring
Drowsiness, distraction and eyes-off-road labelled at frame level.
In-car speech
Commands and conversation recorded at speed with road noise.
Signboard OCR
Traffic and road signage across scripts and weather.
How Karmyug helps
AI data collection
Speech, image, video and text collected to your spec, recruited by quota.
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Generative AI services
Prompts, preference pairs, rubric ratings and red teaming for language models.
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Data annotation
Boxes, polygons, masks, cuboids and text labels, measured against gold.
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Data transcription
Verbatim, timestamped and diarised transcripts from native linguists.
Learn moreAutomotive datasets
Driver monitoring video
In-cabin RGB and infrared footage of fatigue and distraction states.
Learn moreIn-car speech
Cabin audio recorded at speed with road, wiper and HVAC noise present.
Learn moreRoad and signboard OCR
Traffic signs, street names and storefront signage across scripts and weather.
Learn moreData 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
Automotive questions
Do you collect real road data?
We run instrumented collection with contracted drivers where permitted, and simulated cabin capture for driver-state work.
Can you anonymise faces and plates?
Yes, with a verification pass that confirms the redaction actually happened before delivery.
Other industries
AR / VR
Hand tracking, gaze, spatial audio and gesture data for headsets.
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Banking & finance
KYC, document automation, fraud labelling and support analytics.
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Healthcare
Medical imaging, clinical NLP and consultation transcription.
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Retail & e-commerce
Shelf recognition, catalogue attributes, visual search and support data.
Learn morePower your automotive AI with data you can audit.
Start with a pilot batch against your real guidelines. You accept it before anything scales.