By aiMotive
Publication Date: 2025-12-11 11:30:00
YOKOHAMA, Japan, Dec. 11, 2025 /PRNewswire/ — aiMotive, a leading provider of advanced automotive AI technologies, has partnered with its Japanese distributor, Macnica, to introduce a new data collection & processing environment powered by the aiData Platform. This platform enables advanced services such as 4D automated annotation and digital twin generation from camera and LiDAR sensor data, supporting faster and more efficient development and validation of autonomous driving (AD) and Advanced Driver Assistant System (ADAS) technologies.
Developing AD and ADAS requires massive volumes of diverse, high-quality training data and validation scenarios. However, real-world data collection is often limited by time, labor, and cost. Critical edge-case events – such as rare weather conditions or unexpected road situations – are difficult to capture, yet essential for improving system safety and reliability.
To overcome these challenges, the industry is increasingly adopting hybrid validation workflows that combine real-world data with simulation – enabled by high-precision automatic annotations to fasten development and keep to the development budget.
Built on aiMotive’s advanced aiData software and deployed on a Macnica vehicle platform, the new data collection & processing environment delivers higher quality and throughput than traditional systems. It automatically produces 4D annotations and…
