Dat-inf - AI software and computer vision
Artificial intelligence and modern methods for demanding tasks
Datinf® GmbH develops custom software and AI applications for its customers in the following areas:
- Computer vision for PCs
- Image, video and audio analysis
- Image recognition and pattern recognition
- Object detection in images, 3D data or videos
- Measurements in images or 3D data
- Database applications with computer vision
- Mobile applications
- Server-based computer vision
- Development of interfaces for integrating computer vision
Thanks to the modular architecture of our software, we can respond flexibly to your requirements when building custom solutions and offer implementation of image analysis, computer vision and AI projects as a service.
Using our own computer vision library or open-source libraries, we implement projects cost-effectively and at a fair price, even for large user bases. We are happy to advise you on all aspects of a computer vision solution – from optimizing acquisition conditions and selecting suitable cameras and lenses to special lighting requirements and integration into your IT environment.
Typical use cases
- Quality inspection, defect detection, surface analysis
- Counting/sorting/classification (e.g., samples, components, particles)
- 2D/3D measurement, tolerance checks, geometric features
- Tracking/analysis in videos, process monitoring
Managing and storing large image datasets
We provide solutions for managing, storing and safeguarding large volumes of image data in databases that can be operated as standalone applications as well as in client/server environments.
Thanks to our extensive experience with modern statistical methods, we can also provide scientifically sound reports on the results when needed – including clear, compelling graphics.
Cameras, GPU and software
Solid hardware expertise is essential for robust and high-performance computer vision solutions. We regularly work with current industrial cameras and camera modules and integrate them into stable software systems. For high performance, we rely on parallelized algorithms and – where useful or required – GPU computing to leverage modern graphics hardware.
From idea to production-ready solution
We support projects in a structured way from initial requirements clarification through to stable operation. In an initial discussion, we define target metrics, tolerances, constraints and how the solution will later be integrated into your system environment. We then review the available image, video, 3D or measurement data for quality, variability and completeness, or we work with you on how initial data can be generated. Based on this, we provide a feasibility assessment and, if needed, develop a proof of concept with transparent metrics.
During prototyping we iteratively optimize detection, analysis and measurement logic: we review edge cases, typical failure modes and variations caused, for example, by lighting, perspective or material properties.
The goal is a robust solution that works reliably under real-world conditions. For production rollout, we support integration into existing processes – including interfaces to databases, web services or manufacturing systems.
Typical project workflow
- Free initial consultation / requirements clarification
- Free feasibility study / proof of concept (data check, target metrics)
- Prototype (iterative, with feedback)
- Integration & rollout (interfaces, IT, deployment)
- Maintenance & further development
Operation, scaling and quality assurance
Depending on requirements, we implement operation as a standalone application, a client/server system or a cloud service. We pay attention to source control, release management, reproducible delivery and a clear separation between test and production environments. If desired, we provide evaluation and reporting features that make it easy to track metrics and trends over time – for example error rates, measurement deviations or quality indicators per batch.
Interested in a free feasibility study?
Contact us today!
Information on implementing a computer vision solution
For our outstanding services, we have been recognized by the Stifterverband and are listed in the CorporateDatabase of BioRegioSTERN for the Stuttgart, Tübingen, Reutlingen, Esslingen and Neckar-Alb region.