3D Sensor Fusion
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3D Sensor Fusion

The advanced annotation platform for 3D sensor data.

  • aptiv
  • lyft
  • lyft
  • nuro
  • toyota
  • valeo
  • zenuity
  • aptiv

Use Cases

Computer Vision

Develop highly accurate perception models to locate and identify various objects, understand relationships between objects, predict behavior and more. Scale 3D Sensor Fusion supports a range of use cases from autonomous vehicles to robotics to AR/VR.

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    Detection & Tracking

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    Prediction & Planning

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    Lane & Boundary Detection

How it works

Easy to Start, Optimize and Scale

Build models you can trust while maximizing operational efficiency and reducing the cost of ML projects.

Label all cars, pedestrians, and cyclists in each frame.

1client.createLidarAnnotationTask({
2  instruction: 'Label all cars, pedestrians, and cyclists in each frame.',
3  labels: ['car', 'pedestrian', 'cyclist'],
4  meters_per_unit: 2.3,
5  max_distance_meters: 30
6}, (err, task) => {
7    // do something with task
8});
Run Extraction
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    ML-Powered Data Labeling

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    Automated Quality Pipeline

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    Sensor Agnostic

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    Comprehensive Label Support

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    Infinitely Long Tasks (Beta)

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    Attributes Support

“We really value our partnership with Scale and their ability to deliver custom workflows that suit our needs across a variety of mapping and deep learning models. Scale's high-quality, rapidly labeled data will enable us to ramp our map expansion, allowing us to provide more service to customers like Dominos.”

Eleonor Concepcion

Software Operations Program Manager, Nuro

Enterprise Ready

Custom Annual Plans and SLAs

Get started today with on-demand, or chat with us about an enterprise plan.

  • Guaranteed Task Completion Time

    Enterprise-grade SLAs include task completion times and tasks can be rapidly scaled up and down to meet your requirements.

  • 24/7 Development Support

    Each enterprise customer is paired with a dedicated engagement manager who will ensure smooth on-boarding and continued data delivery.

    Slack chat service
  • Cost Effective

    Enterprise engagements provide upfront and volume-based discounts, and is the most cost-effective solution for high-quality labels. Plus with Scale AI, there are no platform fees.

Quality Assurance

Best-In-Class Quality

ML-accelerated, human-in-the-loop data annotation for industry-leading quality.

Super Human Quality

3D Sensor Fusion tasks submitted to the platform are first pre-labeled by our proprietary ML-model, then manually reviewed by highly trained workers depending on the ML model confidence scores. All tasks receive additional layers of both human and ML-driven checks.

The resulting accuracy is consistently higher than what a human or synthetic labeling approach can achieve independently.

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Customers

Trusted by World Class Companies

Scale 3D Sensor Fusion is trusted by leading machine learning teams to develop more accurate models.

  • microsoft
  • faire
  • brex
  • etsy
  • general-motors
  • flexport
  • instacart
  • blend
  • openai
  • paypal
  • sap
  • square
  • toyota
  • airforce
  • usarmy
  • irobot
  • lyft
  • linkedin
  • nuro
  • pinterest
  • skydio
“Scale is a critical part of our stack, providing both software & trained resources to label our LIDAR and camera data with extremely high quality. When the team comes to me with new projects, I’m always confident that Scale will meet our needs & timelines.”

Brandon Moak

CTO, Embark

“Scale has a team of very talented engineers who really understand the problems in training machine learning models, of data annotation, and of data quality.”

Oliver Cameron

Cofounder, Voyage

Get Started Today