Image Processing Using Python And OpenCv

Go Zero-One by learning the much-needed fundamentals of “Image Processing using Python and OpenCV". In this course, you will learn " Introduction to Computer Vision, Basic Segmentation, Affine transformation of Image, YOLO ".

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Image Processing Using Python And OpenCv

Go Zero-One by learning the much-needed fundamentals of “Image Processing using Python and OpenCV". In this course, you will learn " Introduction to Computer Vision, Basic Segmentation, Affine transformation of Image, YOLO ".

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Includes:
  • Verifiable certificate
  • Quiz & mock tests
  • Live mentor workshops
  • 2 devices access*
Course Description

Welcome to " Image Processing using Python and OpenCV "

In this course, you will be learning “ Introduction to Computer Vision, Basic Segmentation, Affine transformation of Image, YOLO ”. We'll take you step-by-step through engaging video tutorials and teach you everything you need to know to succeed in the industry. This course has a tremendous amount of content and resources so that you can learn everything you need to know - whatever is appropriate for your ability level. You will be able to learn at your own pace. You will always be able to come back to the content to review it or learn additional concepts when you are ready for them. You will get great value from this course and, more importantly, you will have a great time learning.

 

Happy Learning

What you will learn?
  • What is Computer Vision
  • Computer Vision Application
  • Read Image From File
  • Simple Image Transformation
  • Manipulating Color Channel
  • Removing Noise
  • Basic segmentation
  • Splitting and merging
  • Geometric transformation of images
  • Affine transformation of image
  • Perspective transformation
  • Image smoothing
  • Image filtering
  • Cartoonifying images
  • Arithmetic with image
  • Receptive field
  • Defining Layers in Tensorflow keras
  • Activation function
  • Image classification
  • Image classification implementation
  • Fast R-CNN
  • Faster R-CNN
  • YOLO
Requirements
  • No Prerequisites Required
Course Curriculum
Introduction to Computer Vision
2 Lessons
  • What is a computer vision?
  • Computer Vision Applications
  • Reading image from File
  • Simple image transformation
  • Manipulating Colour channel
  • Removing Noise
  • Basic Segmentation
  • Splitting and Merging
  • Geometric transformation of Images
  • Affine transformation of Image
  • Perspective Transformation
  • Image Smoothing
  • Image Filtering
  • Cartoonifying Image
  • Arithmetic with Image
  • Multi-Image classification implementation using Pytorch
  • Introduction to CNN Layers
  • Receptive Field
  • Defining Layer in Tensorflow/Keras
  • Activation Function
  • Image Classification
  • ImageNet and Pascal-VOC Dataset
  • What is Object detection and R-CNN ?
  • Fast R-CNN
  • Faster R-CNN
  • YOLO
  • Quiz

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