Industrial image processing and artificial image synthesis

Since October 2024, I have been offering services in machine vision and computer vision. These include:

Feasibility testing and solution development

for the manufacturing industry, logistics and research in the areas of

• Quality and (machine) tool testing
• Identification and recognition
• Area monitoring
• Control of autonomous systems

as well as the creation of photorealistic synthetic and artificial image data such as defect images for verification, training and visualization purposes

• with stat. Distribution and variety of content
• with simulation of the environmental situation (also microscopy)
• including automatically generated ground truth
• for analytical and ML-based algorithms
• based on CAD data or 3D reconstructed models

Investigations and advice on possible solutions

regarding

• necessary hardware and software
• Spectrally significant range (ultraviolet, N-M infrared, visible light)
• Recording technology and lighting
• Optics
• Evaluation techniques

Development of algorithms

For the evaluation of 2D/3D image and event-based output data

• Rapid prototyping in Python
• if required with implementation in C++
• analytical and machine learning (ML) algorithms

For more information, see Industrial Vision and Simulation.