Driving AI

Innovative solutions for autonomous driving decision-making and design.

Aerial view of a street with a black car driving along a curved road bordered by trees and a large tiled plaza. Several people are walking on the pavement and crossing areas are marked with yellow lines. The scene is urban with additional structures such as an overhang and various parked motorbikes.
Aerial view of a street with a black car driving along a curved road bordered by trees and a large tiled plaza. Several people are walking on the pavement and crossing areas are marked with yellow lines. The scene is urban with additional structures such as an overhang and various parked motorbikes.
Urban Scenarios

Dataset for diverse urban driving conditions and challenges.

A white car is driving down a smooth, empty road in an urban area. High-rise buildings and construction sites are visible in the background, under a partly cloudy sky. The road is lined with lamp posts and power lines.
A white car is driving down a smooth, empty road in an urban area. High-rise buildings and construction sites are visible in the background, under a partly cloudy sky. The road is lined with lamp posts and power lines.
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A sleek black Audi car is parked on an urban street with its headlights on. The sky appears overcast, creating a moody atmosphere. In the background, there's a colorful, artistic mural painted on a large wall, adding a vibrant contrast to the scene.
A sleek black Audi car is parked on an urban street with its headlights on. The sky appears overcast, creating a moody atmosphere. In the background, there's a colorful, artistic mural painted on a large wall, adding a vibrant contrast to the scene.
Vehicles are driving through an urban tunnel with overhead lights casting reflections on the road surface. The environment appears dimly lit, emphasizing the contrast between the vehicles' headlights and the dark surroundings.
Vehicles are driving through an urban tunnel with overhead lights casting reflections on the road surface. The environment appears dimly lit, emphasizing the contrast between the vehicles' headlights and the dark surroundings.
Model Training

Fine-tuning AI for complex urban driving situations and evaluations.

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Innovative Solutions for Urban Driving

We specialize in research design for autonomous driving, focusing on diverse urban scenarios to enhance decision-making capabilities through advanced model fine-tuning and high-fidelity simulations.

An urban street scene with a road lined by parked cars and trees on both sides. A digital road sign displays traffic information in German. In the distance, a historic building with twin towers and a green dome is visible. The sky is overcast, giving the scene a subdued appearance.
An urban street scene with a road lined by parked cars and trees on both sides. A digital road sign displays traffic information in German. In the distance, a historic building with twin towers and a green dome is visible. The sky is overcast, giving the scene a subdued appearance.
Empowering Autonomous Driving
Driving Innovation Forward

Our mission is to create a comprehensive dataset and simulation environment that supports the development of intelligent driving systems, ensuring safety and efficiency in urban transportation.

Model Fine-Tuning

We specialize in fine-tuning AI models for autonomous driving decision-making in complex urban environments.

A gray BMW SUV is driving on a road alongside other vehicles, including a blue bus. The scene is captured in an urban setting, possibly on a bridge, with tall lampposts and a backdrop of a forested hill obscured by mist or fog.
A gray BMW SUV is driving on a road alongside other vehicles, including a blue bus. The scene is captured in an urban setting, possibly on a bridge, with tall lampposts and a backdrop of a forested hill obscured by mist or fog.
Urban scene featuring modern architecture with a blend of illuminated skyscrapers and busy streets. A tram or bus is in motion, and pedestrians are visible even as they appear slightly blurred. The sky is transitioning to evening hues, and artificial lights brighten the scene.
Urban scene featuring modern architecture with a blend of illuminated skyscrapers and busy streets. A tram or bus is in motion, and pedestrians are visible even as they appear slightly blurred. The sky is transitioning to evening hues, and artificial lights brighten the scene.
Data Collection

Gather diverse datasets of urban driving scenarios to enhance AI understanding of real-world conditions.

Simulation Environment

Develop high-fidelity simulations to accurately test AI models in various urban driving scenarios.

Research

Innovative solutions for urban driving challenges today.

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