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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San Antonio

Texas

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 San Antonio. 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 San Antonio, 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 San Antonio starts from $2495
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"Really good course and well organised. Trainer was great with a sense of humour - his experience allowed a free flowing course, structured to help you gain as much information & relevant experience whilst helping prepare you for the exam"

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