🧠CNN mimics the human brain's visual cortex and processes images using multiple layers.
📷RGB images use three channels (red, green, blue) to represent colors in an image.
⚫⚪Black and white images have a single channel, with each pixel represented by a value ranging from 0 to 255.
What is the role of channels in an RGB image?
—Channels represent the different colors (red, green, blue) in an RGB image. Each channel contributes to the overall color composition of the image.
How is a black and white image represented?
—In a black and white image, each pixel is represented by a single value ranging from 0 to 255. This value determines the intensity of the pixel, with 0 being black and 255 being white.
Why is it important to understand RGB images and channels in CNN?
—Understanding RGB images and channels is essential in CNN as it allows us to effectively process and analyze colored images. By manipulating the values of the red, green, and blue channels, we can modify the color composition and enhance certain features in an image.
06:27CNN mimics the human brain's visual cortex and processes images using multiple layers.
12:23RGB images use three channels (red, green, blue) to represent colors in an image.
11:32Black and white images have a single channel, with each pixel represented by a value ranging from 0 to 255.
