Opportunities for the automotive industry
The automotive industry is mature with a high degree of automation. Yet, automakers and parts manufacturers still look to optimize operation processes, especially with the “last mile” - striking balance with quality and efficiency during visual inspection. Quality control for automobile parts manufacturing is paramount, especially in consideration of the billions of consumers who travel by road every day. The expectation for these parts is zero defects, as such a rigorous and comprehensive quality management process is similarly important.
- Diverse Application Scenarios
Generate machine vision models to identify and classify defects, trace materials and manage inventory.
- Consistent Quality Control Standards
Deploy and scalable across multiple production lines, maintaining a consistent standard for quality control.
- Integrated Software and Hardware
Export machine vision models as SDKs that can be integrated with existing systems or applied to manufacturing lines as stand-alone equipment with embedded software and hardware components.
Appearance inspection of thrust bearing
Plane thrust bearing and rolling bearing appearance detection project of a Global 500 German automotive parts manufacturer, with a detection rate of 98.0%. Each production line can process 80,000+ products per day with the smart full inspection, thus being able to save the labor cost by 80%.
Appearance inspection of brake disc
Brake caliper appearance detection project of a global leading auto parts manufacturer, achieving a detection rate of 100% and reducing the outflow rate of defective products from 0.01% to 0.0001%.
Defect detection of ground finish surface of steering knuckle
Our solution was applied in the project of a Global 500 Japanese auto Defect detection of ground finish surface of steering knuckle, which is the first automatic smart quality inspection project, saving the labor cost by more than 60% and attaining a detection precision rate of 95%+.
Electronic control system
Appearance inspection of dashboard
Final inspection of dashboard appearance for a Global 500 automotive parts manufacturer, increasing the efficiency by 50% and saving the quality inspection cost by 30%.
Inspection of battery electrode
High-speed defect detection of power battery (die-cutting machine) project for a top finish machining company, saving labor cost while maintaining product quality.