Automotive Data Analytics Platform
Refonte's Automotive Data Engine provides all the tools you need to enhance model performance with data.
Data CategorizationLeading the industry in annotating 2D and 3D data from multiple sensors. Obtain high-quality data at a low cost using ML-assisted labeling workflows, top-tier operations, and cutting-edge labeling interfaces.
- Data Management and Curation
Explore both labeled and unlabeled data, analyze dataset distributions, curate data that aligns with target scenarios, and prepare data for annotation.
- Visualization
Assess the performance of your machine learning models. Examine model metrics, pinpoint model deficiencies, and evaluate your model through scenario testing.
AUTONOMOUS TECHNOLOGY TOOLKIT
Strategies for Developing Autonomy
Data Preprocessing and Exploration
Refonte collaborates with you throughout every stage of model development within the Data Engine.
Initial Phase
Refonte's Data Engine assists you in collecting and labeling a base dataset to unlock initial model performance. Our platform allows you to randomly sample data or apply constraints (e.g., time of day = night) to match your intended distribution.
Enhancement Phase
In this phase, the Data Engine ensures new data points continually challenge your model and maximally improve performance. To achieve this, Refonte offers both automated (ML-based) and manual curation methods.
Optimization Phase
Refonte helps you collect and curate data targeted to specific scenarios using Natural Language Search and Autotag. We then label that data to enhance your model's performance in those scenarios. Refonte completes the loop by evaluating your model through scenario tests.
WHY REFONTE
We have earned the trust of top automotive firms.
Guaranteed Enhancements
- Refonte collaborates with you throughout every stage of model development within the Data Engine.
Optimal Performance
- Every component of the Refonte Data Engine enhances the value each annotated label to boost model performance.
Accelerated Developmen
- Refonte accelerates the data engine loop by enhancing labeling speed, curating optimal datasets, and scaling the workforce, driving faster development of AI applications.
ressources
Discover More About the Data Engine
Weblog
Model developed by OpenAI
Customer Success Story
Toyota Motor Corporation
Client Case Study
Robotics company
Customer Storie
Harvard Medical School
The Core Model for Automotive Applications
LIVE DEMO
Presenting Refonte's Automotive Foundation Model
Cutting-edge language-grounded perception model designed to expedite the advancement of autonomous vehicles.
Test Drive AFM-1 →
