The Automotive Data Engine
Scale's Automotive Data Engine has everything you need to drive model improvements with data.
Data Labeling
Industry-leading annotation of 2D and 3D data sourced from multiple sensors. Achieve high quality data at low cost from ML-assisted labeling workflows, best in class operations, and advanced labeling interfaces.
Data Curation
Explore both labeled and unlabelled data. Understand dataset distribution, curate data matching target scenarios and send data for annotation.
Model Evaluation
Analyze the performance of your machine learning models. Explore model metrics, identify model weaknesses and evaluate your model on scenario tests.
How to Build Autonomy
Supported Data
Best-in-class data to fuel autonomy
Phases of Model Development
Scale partners with you at every stage of developing your model within the Data Engine.
1Base Phase
Scale's Data Engine helps you collect and label a base dataset to unlock initial model performance. Our platform lets you randomly sample data or add constraints (ex. Time of day = night) matching your intended distribution.
2Improvement Phase
In this phase, the Data Engine ensures new datapoints continually challenge your model and maximally improve performance. To achieve this, Scale offers both automated (ML-based) and manual curation methods.
3Target Phase
Scale helps you collect and curate data targeted to specific scenarios with Natural Language Search and Autotag, we then label that data and improve your model performance on those specific scenarios. Scale helps you close the loop by evaluating your model on scenario tests.
Trusted by Leading Automotive Companies
Automotive leaders work with Scale for building autonomy for the following reasons:
Sure-Fire Improvements
Data is the sure-fire way to improve your models. With every larger/higher quality/more diverse dataset, Scale helps your machine learning models improve.
Maximum Performance
All the components of the Scale Data Engine maximize the value of each annotated label to improve model performance.
Faster Development
Scale accelerates the data engine loop - improving labeling speed, curating optimal datasets, and scaling up the workforce to drive faster development of AI applications.
Learn More About the Data Engine
The Automotive Foundation Model
Live Demo
Introducing Scale's Automotive Foundation Model
State of the art, language-grounded, perception model to accelerate the development of autonomous vehicles.
Test Drive AFM-1 →
The future of your industry starts here
