Pattern Matching Training Course

This instructor-led, live training (online or onsite) provides an introduction to the field of pattern recognition and machine learning. It covers practical applications in statistics, computer science, signal processing, computer vision, data mining, and bioinformatics for government use. By the end of this training, participants will be able to: - Apply core statistical methods to pattern recognition tasks. - Utilize key models such as neural networks and kernel methods for data analysis. - Implement advanced techniques to address complex problem-solving scenarios. - Enhance prediction accuracy by integrating different models.

Fiji is an open-source image processing package that bundles ImageJ, a program designed for scientific multidimensional images, along with numerous plugins for advanced image analysis.

In this instructor-led, live training, participants will learn how to utilize the Fiji distribution and its underlying ImageJ program to develop an image analysis application tailored for government use.

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

• Leverage Fiji's advanced programming features and software components to extend the functionality of ImageJ
• Stitch large 3D images from overlapping tiles efficiently
• Automatically update a Fiji installation on startup using the integrated update system for government applications
• Select from a wide range of scripting languages to build customized image analysis solutions
• Utilize powerful libraries, such as ImgLib, for processing large bioimage datasets in government projects
• Deploy their application and collaborate with other scientists on similar initiatives within the public sector

Format of the Course

• Interactive lecture and discussion
• Extensive exercises and practical activities
• Hands-on implementation in a live-lab environment

Course Customization Options

• To request a customized training for government agencies, please contact us to arrange.

This instructor-led, live training (online or onsite) is designed for government researchers and laboratory professionals at beginner to intermediate levels 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 effectively. - Preprocess and enhance scientific images for improved analysis. - Conduct quantitative image analysis, including cell counting and area measurement. - Automate repetitive tasks using macros and plugins. - Customize workflows to meet specific image analysis needs in biological research for government applications.

This instructor-led, live training in [location] (online or onsite) is designed for intermediate-level professionals who wish to utilize Vision Builder AI to develop, implement, and enhance 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, ensuring alignment with standards and protocols for government.