Automated Image Classification with c-Alice
Software for monitoring products in the industrial environment based on microscope images, defect wafer maps, electrical test data and other use cases
Fast creation and management of setups
Machine learning / AI supported applications adapted to the specific use case
Use of further information on the way from pure image classification to defect characterization
Flexible implementation options on premise, hybrid or cloud based
Semiconductor, MEMS, and other high-tech manufacturing
In the manufacturing industry, the focus is often on cost efficiency combined with very high quality requirements. In this context, quality assurance methods are often used, which are based, for example, on the evaluation of microscope images, defect inspections, electrical measurements, etc.
Convanit provides a complete solution from a single source with the help of software and services that can be integrated, enabling companies to automatically characterize and classify images of any type.
Example: Automated defect classification in a semiconductor front-end manufacturing facility
The components of the implementation are an engineering user interface (cockpit), a classifier (engine, 24×7) and a database environment.
The implementation scenario can be flexibly implemented based on the customer’s needs, ranging from fully customized to full maintenance support.
The ADC Cockpit
Management of images, image sets and metadata
Filtering, sorting, classification, visualization of images in combination with their metadata
Creation of collections and image datasets for model training
(Data provided by Fraunhofer IPMS)
Management of Setups / Recipes
Creation of setups / recipes including versioning for different use cases
Verification and qualification of Setups / Recipes
Evaluation and regular quality control / monitoring of setups / recipes
Customized algorithms for specific use cases
Customer and application-specific adaptation of algorithms for new setup / recipe templates for special cases by Convanit or by customers themselves
Services beyond the software
Maintenance and application support
The use of automation and AI in production requires changes in work processes and responsibilities. In order to ensure sustainable use, the production employees in particular must be involved (from those affected to those involved). We support you in this change process through e.g. workshops, coaching and organizational development.
Go ahead and book your free demo on your images.
Just contact us for further information:
Tel.: +49 (0)151 556 19899, +49 (0)157 84999213