Algorithmic and methodical spectrum: - Machine learning and statistical methods
- Deep Learning and neuronal networks
- Real-time and offline image analysis in 2D and 3D
- Signal processing of any sensor data
- Recognition, tracking, and classification of objects
- Segmentation of objects and datasets
- Recognition and comparison of writing
- Recognition of bar codes, QR codes, and other codes
- Camera calibration functions
- Stereo image processing and 3D reconstruction
- Image registration and data fusion
- 2D and 3D structure measurement and shape comparison
- Generation and processing of 3D meshes
- 2D and 3D visualization
- User interfaces for data visualization and processing
- Parallelization on processor and graphics-card level
- Cryptography and encryption
- Management and archiving of images and data
- Transmission of images and data
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Technical spectrum: - PC platforms (Windows, Linux, Mac OS, UNIX, ...)
- Mobile platforms (Android, iOS, Raspberry pi, ...)
- Programming languages (C / C++ / C#, Java / Java EE, Objective C,
Delphi, Visual Basic, Assembler, ...) - Scientific toolkits (Open CV, VTK, ITK, NumPy, PyTorch, ...)
- Scripting languages (Python, PHP, Ruby / Rails, TCL / TK, Perl, SH, ...)
- Widget tool kits (QT, wxWidgets, system-specific toolkits, ...)
- Mathematical languages (MATLAB / Simulink, Octave, S-PLUS / R, ...)
- Database languages (SQL, ...)
- Server services (cloud, web server, databases, email, SMB, backup, …)
- Network and system security (encryption, interface protection, firewall, …)
- Web server connections (Apache, Nginx, ...)
- System and hardware drivers (Linux modules, camera drivers, ...)
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