Embodied AI Glossary中文Quality Inspection
质检AdvancedUsing cameras and other sensors to have a robot check products for defects or assembly errors.
Quality inspection is the step in manufacturing that checks whether a product or part meets specification. The traditional approach is a fixed camera on the production line doing machine-vision inspection: automated optical inspection (AOI) on circuit boards, for instance, photographs boards to spot missing parts, misalignment, or bad solder joints. In embodied-AI contexts, “quality inspection” more often means a humanoid or mobile manipulator walking up to a workstation, adjusting its own viewpoint, and, where needed, doing something physical (tugging a seatbelt, checking a lock) before judging the result, which is why it is often one of the first tasks tried in a humanoid's in-factory pilot program. It demands accurate visual detection, pose estimation, and the ability to keep pace with the line.
ExampleUBTech's Walker S is reported to have handled door-lock inspection, seatbelt checks, and headlight-cover inspection during a pilot at a NIO factory, capturing images and flagging pass/fail in real time; the 20 Walker S1 units Dongfeng Liuzhou Motor planned to deploy in 2025 also had several inspection tasks on their task list.
- Also called
- Visual Inspection Task
- Related
- Machine Vision · Object Detection · Factory Pilot Deployment · Real-world Deployment · Humanoid Robot · Industrial Robot
- Sources
- 人形机器人「打工搭子」来了：优必选Walker S进车厂「实习」 会贴车标还能做质检（财联社） (Chinese)
全球首次！人形机器人批量进入汽车工厂（北京亦庄） (Chinese)
Automated optical inspection - Wikipedia - As of
- 2025-04