Welcome to the Build Your AI Computer Vision Fundamentals Course
Overview of the course content
Introduction to OpenCV
Installing OpenCV and Setting Your Development Environment
How images are stored in a computer
Quiz: Image Storage in Computers
Numpy Basics
Quiz: Numpy Basics
Understanding colour channels
Quiz: Colour Channels
Loading Into Memory & Saving Images to Disk
Quiz: Loading and Saving Images
Drawing shapes onto images
Quiz: Drawing Shapes onto Images
Drawing text onto images
Quiz: Drawing text onto images
Splitting and Merging Colour Channels
Quiz: Splitting and Merging Colour Channels
Adjusting Brightness & Contrast with Arithmetic Operations
Quiz: Adjusting Brightness & Contrast
Blending Images
Quiz: Blending Images
Basic Image Editing Techniques
Shifting Images around with Translation
Rotating Images Around a point of origin
Cropping Regions of Interests In Images
Resizing Images with Interpolation techniques
Project: Maintaining Aspect Ratio When Blending Images
Solution: Maintaining Aspect Ratio When Blending Images
Flipping Images Around an Axis
Quiz: Translation, Rotation, Resizing & Flipping Images
Using Bitwise Operations to create complex shapes
Using masks to extract objects out of images
Quiz: Bitwise Operations and Masking
Image preprocessing workflow
Understanding Colour Mappings and Colour Spaces
Using Histograms to Describe Images
Project: Image Deduplication Command-line Tool
Solution: Image Deduplication Command-line Tool
Using Pixel Density Equalisation to Increase Contrast
Introduction to Kernels & Convolutional Filters
Blurring & Smoothing Images
Morphological Operations
Thresholding Techniques for Image Segmentation
Mid-course Check-in
Course Feedback
