Pixels
How do you represent colors with numbers?
RGB(Red, Green, Blue)
What is cropping?
Cropping is the process of removing outer areas of a photo.
How specifically are the colors in pixels represented as numbers?
What is blurring?
Blurring makes an image simpler by averaging nearby pixel values to get rid of sharp contrast or noise.
What color does 255, 255, 255 in RGB make?
White
What is a requirement for every ML model?
They all require the same size image.
What is thresholding?
Thresholding is the process of converting the pixels in an image to either black or white based on a threshold.
How many arguments does Color Space Conversion take?
2
What is greyscaling?
Greyscaling is a method of converting a color image or document into shades of gray, ranging from pure white to deep black
What are ALL the methods of preprocessing?(+- 1 is okay)
Resizing: Makes all examples the same
Normalization: Puts all images on the same scale
Grayscale: Makes shape/brightness features clearer
Cropping: Focuses attention
Noise removal: Helps ML “see” patterns
Thresholding: Highlights objects shapes