Course information

OpenCV with Python Training Course Outline

Module 1: Applying Geometric Transformations to Images

  • Installing OpenCV-Python
  • Reading, Displaying, and Saving Images
  • Colour Spaces in OpenCV
  • Image Translation
  • Rotation
  • Scaling
  • Affine and Projective Transformations
  • Image Warping in OpenCV

Module 2: ​​Detecting Edges and Applying Image Filter

  • 2D Convolution
  • Blurring, Sharpening, and Edge Detection
  • Erosion and Dilation
  • Cartooning an Image

Module 3: Image Features Extraction

  • Keypoints
  • Detecting the Corners
  • SIFT (Scale Invariant Feature Transform)
  • SURF (Speeded-Up Robust Features)
  • FAST (Features from Accelerated Segmented Test)
  • BRIEF (Binary Robust Independent Elementary Features)

Module 4: Seam Carving

  • What is Seam Carving?
  • Traditional Resizing Vs Seam Carving

Module 5: Detecting Shapes and Segmenting an Image

  • Shape Matching and Contour Analysis
  • Approximating a Contour
  • Censoring a Shape
  • Image Segmentation

Module 6: Object Recognition

  • Object Detection Vs Object Recognition
  • Dense Feature Detector
  • Visual Dictionary
  • Support Vector Machines
  • Detecting and Tracking Body Parts
  • Machine Learning by an Artificial Neural Network

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Who should attend this OpenCV with Python Training Course?

The OpenCV with Python Training is a comprehensive program designed to provide participants with the knowledge and skills needed to work with the OpenCV library using the Python programming language. The course is useful for the following professionals:

  • Computer Vision Enthusiasts
  • Artificial Intelligence and Machine Learning Developers
  • Software Engineers
  • Image Processing Specialists
  • Robotics Engineers
  • Data Scientists
  • Application Developers

Prerequisites of the OpenCV with Python Training Course

There are no formal prerequisites for the OpenCV with Python Training. However, a basic understanding of OpenCV and Python can be beneficial.

OpenCV with Python Training Course Overview

OpenCV for Python allows the running of computer vision algorithms in real time using the Python language. This technology allows applications to be integrated into the cloud seamlessly. It is also an appropriate tool for fast prototyping to solve computer vision problems.

This one-day OpenCV with Python Training course provides delegates with an understanding of the concepts of object tracking and object recognition. It also teaches practical skills for image transformation, including applying geometric transformations to images, detecting edges, segmenting an image and applying image filters. Other knowledge taught includes cartooning an image and seam carving.

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What’s included in this OpenCV with Python Training Course

  • World-class Training Sessions from Experienced Instructors
  • OpenCV with Python Training Certificate
  • Digital Delegate Pack

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Detroit is the largest city in the state of Michigan, United States. It is located on the United States-Canada border and has a population of around 680,000 people. Denver’s growth is mostly to be credited to the expansion of the automobile industry as they supplied a lot of automotive support for the Allied powers during World War II. Detroit Public Schools govern 66,000 students and it is the largest district in Michigan. Detroit also has a population of charter school students at a rate of about 56,000 pupils. There are many private schools in Detroit including 110 Roman Catholic grade schools which are operated by the Archdiocese of Detroit. Detroit is home to many further education establishments including Wayne State University, University of Detroit Mercy, University of Detroit Mercy School of Law and Sacred Heart Major Seminary. Wayne State University is a national research university which focuses on medical and law majors but offers hundreds of other different academic programs. The University of Detroit Mercy is a Roman Catholic co-educational facility which is affiliated with Sisters of Mercy and Society of Jesus. It provides a wide variety of different academic degrees in a range of different subjects including dentistry, law, architecture and nursing. Sacred Heart Major Seminary is affiliated with the Pontifical University of Saint Thomas Aquinas, Angelicum in Rome. It was founded in 1919 and provides students with pontifical degrees and civil graduate or undergraduate degrees. Students are welcome to be clerical or lay. The University of Michigan was originally established in Detroit in 1817 but was then moved to Ann Arbor in 1837. Other further education facilities include the College for Creative Studies, Lewis College of Business and Marygrove College. The Michigan State University College of Osteopathic Medicine based in East Lansing also has a satellite campus based in the Detroit Medical Center. 

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Address

Detroit, Michigan

T: +1 7204454674

Ways to take this course

Experience live, interactive learning from home with The Knowledge Academy's Online Instructor-led OpenCV With Python Courses in Detroit. Engage directly with expert instructors, mirroring the classroom schedule for a comprehensive learning journey. Enjoy the convenience of virtual learning without compromising on the quality of interaction.

Unlock your potential with The Knowledge Academy's OpenCV With Python Courses in Detroit, accessible anytime, anywhere on any device. Enjoy 90 days of online course access, extendable upon request, and benefit from the support of our expert trainers. Elevate your skills at your own pace with our Online Self-paced sessions.

Streamline large-scale training requirements with The Knowledge Academy's In-house/Onsite at your business premises. Experience expert-led classroom learning from the comfort of your workplace and engage professional development.

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The training fees for certification in Detroit starts from $2495
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