Pattern Matching Training Course

This instructor-led, live training in Slovakia (online or onsite) provides an introduction into the field of pattern recognition and machine learning. It touches on practical applications in statistics, computer science, signal processing, computer vision, data mining, and bioinformatics.

By the end of this training, participants will be able to:

• Apply core statistical methods to pattern recognition.
• Use key models like neural networks and kernel methods for data analysis.
• Implement advanced techniques for complex problem-solving.
• Improve prediction accuracy by combining different models.

Fiji is an open-source image processing suite that integrates ImageJ (a program designed for scientific multidimensional image analysis) along with a variety of plugins tailored for scientific image evaluation.

During this instructor-led live training, attendees will learn how to utilize the Fiji distribution and its foundational ImageJ software to develop an image analysis application.

Upon completion of this training, participants will be capable of:

• Leveraging Fiji's advanced programming capabilities and software components to extend ImageJ
• Assembling large 3D images from overlapping tiles
• Automatically updating a Fiji installation upon startup via the integrated update system
• Choosing from a wide array of scripting languages to create custom image analysis solutions
• Utilizing Fiji's robust libraries, such as ImgLib, for handling large bioimage datasets
• Deploying their application and collaborating with other scientists on comparable projects

Course Format

• Interactive lectures and discussions.
• Numerous exercises and practice sessions.
• Practical implementation in a live-lab environment.

Course Customization Options

• To request customized training for this course, please contact us to make arrangements.

This instructor-led, live training in Slovakia (online or onsite) is aimed at beginner-level to intermediate-level researchers and laboratory professionals who wish to process and analyze images related to histological tissues, blood cells, algae, and other biological samples.

By the end of this training, participants will be able to:

• Navigate the Fiji interface and utilize ImageJ’s core functions.
• Preprocess and enhance scientific images for better analysis.
• Analyze images quantitatively, including cell counting and area measurement.
• Automate repetitive tasks using macros and plugins.
• Customize workflows for specific image analysis needs in biological research.

This instructor-led, live training in Slovakia (online or onsite) is aimed at intermediate-level professionals who wish to use Vision Builder AI to design, implement, and optimize automated inspection systems for SMT (Surface-Mount Technology) processes.

By the end of this training, participants will be able to:

• Set up and configure automated inspections using Vision Builder AI.
• Acquire and preprocess high-quality images for analysis.
• Implement logic-based decisions for defect detection and process validation.
• Generate inspection reports and optimize system performance.