Case Study: a major German OEM achieves 4x assembly line efficiency with Sama

a major German OEM boosts assembly line efficiency 4x with Sama

A major German automotive OEM sought to improve its assembly line quality inspection by replacing human checks with a computer vision system. The challenge involved maintaining accuracy within complex and changing workflows. To accelerate model training, the OEM partnered with Sama, utilizing their data annotation services.

Sama implemented a solution featuring detailed 2D video annotation, using bounding boxes and polygons to track objects like logos and screws. They established rigorous training and quality frameworks for annotators, enabling proactive edge case detection. This resulted in a 99% acceptance rate for the annotations. Sama helped the OEM increase assembly line efficiency by four times, decrease rework and errors, and reduce overall project costs.