Real-world driving data.
Built for autonomy.
We collect multi-camera video, GPS, and telemetry data from our Tesla fleet on San Francisco streets and California highways — and sell it to companies training the next generation of autonomous driving AI.
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Camera angles
GPS
Geo-tagged frames
24/7
Continuous capture
CCPA
Fully compliant
What data is available
Every mile driven in our fleet generates synchronized multi-camera video from 8 angles, paired with high-precision GPS coordinates, vehicle telemetry (speed, acceleration, steering, braking), and timestamped event markers.
Our San Francisco fleet captures a rich mix of urban and highway driving — including rare edge cases like construction zones, aggressive lane changes, jaywalkers, cyclists, unusual weather, and emergency vehicle interactions.
Multi-camera video — Synchronized footage from 8 Tesla cameras with full surround coverage
GPS & telemetry — Precise location, speed, steering angle, acceleration, and braking data
Edge cases — Construction zones, jaywalkers, unusual weather, emergency vehicles
Urban + highway mix — Dense San Francisco streets and California highway corridors
Data formats & compliance
Our data is delivered in industry-standard formats, ready to plug into your ML pipeline. All data is anonymized and CCPA compliant.
Industry-standard formats
Video in H.264/H.265, telemetry in JSON/Parquet, annotations in COCO and KITTI formats. Compatible with PyTorch, TensorFlow, and all major ML frameworks.
CCPA compliant & anonymized
All personally identifiable information is stripped before delivery. Faces and license plates are automatically blurred. Full CCPA compliance with auditable data provenance.
ML framework compatible
Pre-built data loaders for PyTorch and TensorFlow. Schema documentation, sample notebooks, and integration guides included with every dataset.
Use cases
Our data powers teams across the autonomous vehicle ecosystem — from self-driving startups to insurance companies and academic research labs.
Autonomous Driving
Train perception, prediction, and planning models on real-world urban and highway driving data.
ADAS Development
Validate and improve advanced driver-assistance systems with diverse, edge-case-rich datasets.
HD Mapping
Build and maintain high-definition maps using geo-tagged multi-camera imagery and GPS traces.
Simulation
Reconstruct real driving scenarios in simulation environments for safe, repeatable testing.
Insurance Telematics
Analyze driving behavior patterns to build better risk models and usage-based insurance products.
Research
Academic and R&D applications in computer vision, robotics, and transportation engineering.
Pricing
Flexible plans designed for teams of any size — from research labs to enterprise fleets.
Subscription
Continuous access to new data as it's collected. Ideal for teams with ongoing training pipelines.
- ✓Monthly data drops
- ✓Priority access to edge-case data
- ✓API access for automated ingestion
Per-mile
Pay for exactly the data you need. Select geography, time range, and driving conditions.
- ✓Choose specific routes and regions
- ✓Filter by weather and time of day
- ✓One-time or recurring purchases
Enterprise
Custom data pipelines, dedicated support, and SLAs for large-scale deployments.
- ✓Custom annotation and labeling
- ✓Dedicated account manager
- ✓Volume discounts and SLAs
Request a data sample
Tell us about your project and we'll send you a free sample dataset tailored to your use case.
Power your AI with real-world data
Join the companies using Frontier Tesla data to build safer, smarter autonomous systems. Request a free sample dataset today.
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