Data Technologies
LidarSynth Engine
Client: Autonomous Vehicle Research
Synthetic Data
LIDAR
Machine Learning
Overview
An advanced data generation platform that creates high-quality synthetic LIDAR datasets for autonomous vehicle training, urban planning, and machine learning applications.
The Challenge
Autonomous vehicle companies needed large-scale, diverse LIDAR datasets for training ML models, but real-world data collection was expensive and limited.
Our Solution
We developed a sophisticated synthetic data generation platform that creates realistic LIDAR point clouds with customizable scenarios and environmental conditions.
Results
- 10x faster dataset generation compared to real-world collection
- 95% accuracy in ML model training with synthetic data
- 25+ automotive companies using the platform
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