The experience gained from the use of machine vision technology has allowed Bosch to master the skills to support iToBoS project objectives.
Bosch uses this technology to detect failures of parts manufactured in an industrial production line, nothing to do with the complexity of human patients. Nevertheless, the machine vision experts develop, build, and support machines and systems for optical inspection and process control. Bosch has succeeded in making the invisible visible, specialized imaging enables to optimally record defined product features for every application. In their laboratories they carry out feasibility studies and process development, thus ensuring success at an early stage.
In Bosch, they complement classic image processing methods with artificial intelligence algorithms. The AI Suite developed by Bosch enables the expert to incorporate process knowledge into the test system without programming and offers the user a high level of transparency in the test decision.
The AI Suite developed by Bosch enables the simple use and integration of AI solutions in image processing applications without any special prior knowledge in the field of artificial intelligence.
- Innovations of the AI community are tested and continuously integrated into the platform.
- Decisions of the AI solutions are presented to the user in a transparent and visually understandable way.
- Labeling of the image data as well as training and verification of the AI network are carried out separately from the inspection system in the office.
- The process knowledge of the experts flows into the test decision without programming.
- Cost and time reduction through machine learning of the features on classified images.
- Solving visual inspection tasks that could previously only be carried out manually.
- Simple use of AI through user-friendly operating concepts and without software development.
- Integrated in image processing platforms.