Automated Image Classification with c-Alice

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.

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

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:

Email: info@convanit.com

Tel.: +49 (0)151 556 19899, +49 (0)157 84999213