Neural Automated Labeling

Growing demand for 3D-labeled data

The development of advanced driver assistance systems and automated driving requires massive amounts of precisely labeled 3D data. Manual labeling processes can no longer keep pace with this exponential need for volume, speed, and quality. The future will be dominated by solutions that are not only highly precise but also maximally cost-efficient. This is exactly where our solution comes in.

3D graphic of a software-defined vehicle with functions of driving comfort, infotainment, occupant protection, and passive safety

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Neural automated labeling

Neural automated labeling is our AI-based, fully automated service that provides the entire spectrum of ground truth data for automated driving functions.

Our cloud-based solution can be seamlessly integrated into your existing data pipeline through an API, thus maximizing the value of your data.

Your benefits: fast and precise at a fraction of the cost

With neural automated labeling, you increase your efficiency while at the same time considerably reducing expenses.

Time and cost savings

Reduce turnaround time to just a few days and lower costs per 3D bounding box by up to 70%.

Sensor-independent

We process data from any camera, lidar and radar setup.

Customized annotation

We flexibly adapt to your specific requirements and domains.

Our portfolio: comprehensive labeling from a single source

Neural automated labeling offers a wide range of annotations that are tailored to your exact needs.

2D/3D annotation and segmentation

From pixel to perspective: comprehensive 2D and 3D object recognition

We make your visual data smart – in every dimension.
- We identify objects, such as traffic lights, in 2D through annotation and use segmentation at the pixel level for maximum depth of detail.
- In 3D, we detect the exact position and size of objects such as vehicles and pedestrians for true spatial understanding.

Object tracking

The fourth dimension: understanding objects in motion

We go beyond static recognition and bring time into play. Our object tracking follows 2D and 3D objects beyond sequences and provides them with a consistent ID in order to analyze motion and behavior.

Situational awareness

We teach your AI to expect the unexpected

We go beyond pure object recognition and annotate complex events and behavior patterns – such as an unexpected “cut-in” maneuver or a pedestrian crossing the road.
This level of data intelligence is the key to developing predictive, safe systems that not only see but also anticipate.

Data security: your data, secure and protected

Protecting your data is our highest priority. All of the data is stored securely in a dedicated cloud instance and is never used for any other purpose, shared with third parties, or used to train other models. Our service is certified in accordance with TISAX and ISO 9001:2015.

We flexibly adapt to your requirements and are constantly expanding our class-related portfolios. This means that our service grows with your goals. Do you have a special challenge? Or would you like to start a free Proof of Concept with us? Contact us!