The task
Make observations from image and depth data useful in an inspection process.
Major German automotive manufacturer
Computer vision for bodywork inspection.
Image analysis for identifying surface imperfections in vehicle bodies, using cameras, LiDAR and domain-specific models.
The approach
Combine YOLO detection and a tuned Gemma model in a vision pipeline. Camera and LiDAR data provide different observations.
The scope
This example describes the technical approach. It makes no claims about volumes, accuracy percentages or production outcomes.