OpenCV Training

Catalogue index: IFS/57

  • In stock
  • Delivery: free
  • Dedicated training:
  • Producer:
  • Training level:
    • Średniozaawansowany
  • Type of training:
    • stacjonarnie; online; warsztat
PLN993.33 net / particip. PLN14,899.95  net for 1 workshop PLN1,221.80 gross incl. 23% VAT / particip.

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Features

Features
Additional materials:
  •  
Certification:
  • TAK
Dedicated training:
Number of training hours:
  • 16
Producer:
Training language:
  • polski
Training level:
  • Średniozaawansowany
Type of training:
  • stacjonarnie; online; warsztat

Description

Company Description

InfoShare Academy is a leading IT academy offering comprehensive educational programs in new technologies for companies. Since 2015, we have been supporting organizations in developing technology teams through dedicated courses in Machine Learning, DevOps, Data Engineering, Python, UX/UI Design, AWS, and Kubernetes. Our training is based on practical skills and real business cases. We collaborate with over 300 industry practitioners, ensuring that our programs are tailored to current market needs. We specialize in reskilling and upskilling employees. With us, you will build effective teams implementing new technologies that will accelerate innovation and strengthen your company's competitiveness in the market. Check out our training offerings designed for companies, created to develop your employees' competencies in the IT field.

Training Description
  • An intensive two-day training on OpenCV focused on practical image processing. The course combines theory with extensive workshops, allowing participants to quickly master key techniques for analyzing and manipulating digital images. Acquire skills essential in fields such as computer vision, object recognition, and augmented reality.
  • Required technical skills from training participants:
  • Basic programming knowledge in Python
  • General knowledge of linear algebra and statistics
  • Ability to work in a programming environment (e.g., PyCharm, Jupyter Notebook)
Who the Training is For
  • Programmers looking to expand their skills in image processing
  • Engineers working on computer vision-related projects
  • Scientists and researchers involved in visual data analysis
  • Students in computer science and related fields interested in AI and CV topics
Goals

 

Benefits
  • You will master basic and advanced image processing techniques using the OpenCV library
  • You will gain practical skills in object detection, image segmentation, and motion tracking
  • You will learn to implement real projects utilizing computer vision
  • You will discover best practices and performance optimization methods when working with OpenCV
Training Program

  • Day 1
    1.1. Introduction to OpenCV and basics of image processing

    • Installation and configuration of the OpenCV environment

    • Loading, displaying, and saving images

    • Previewing individual pixels
      1.2. Basic operations on images

    • Geometric transformations: scaling, rotation, translation

    • Image filtering: blurring, sharpening, edge detection
      1.3. Color processing and color spaces

    • Conversion between different color spaces (RGB, HSV, grayscale)

    • Image segmentation based on colors
      1.4. Feature detection and extraction

    • Corner and edge detection

    • Feature descriptors: SIFT, SURF, ORB

  • Day 2
    2.1. Advanced image processing techniques

    • Mathematical morphology: erosion, dilation, opening, closing

    • Hough transform for line and circle detection
      2.2. Image segmentation

    • Thresholding methods

    • Segmentation algorithms: watershed, mean-shift
      2.3. Object detection and tracking

    • Haar cascades for face and object detection

    • Object tracking using KCF and CSRT

Duration

16 h/2 days

Price Includes
  • Certificate of completion
  • Monthly access to the training recording (for online format)
  • Customization of the training program to client needs

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