AutoSeg Vision Foundation Model with OpenADKit – scalable, deployable AI
20 May 2025
Room 2
AI, software, architecture and data. ADAS/AD and the SDV
The AutoSeg Vision Foundation model is an artificial intelligence framework powering camera-based scene understanding for autonomous driving, developed by the Autoware Foundation. AutoSeg’s custom neural network architecture processes images and computes multiple perception outputs including semantic segmentation, 3D scene estimation, end-to-end path prediction and lane detection – forming the building blocks of autonomous driving. Combining AutoSeg with Autoware’s OpenADKit -offers a modular, scalable and cross-platform AI system which can be trained in the cloud, deployed on the edge and updated over-the-air as part of a holistic data pipeline, enabling autonomous cars to learn as they drive.
Neural network architecture of the AutoSeg Vision Foundation Model
How AutoSeg performs in real-world driving scenarios
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