Neural Network Projects with Python

Questions

1. How are images represented in computers?

Images are represented in computers as a group of pixels, with each pixel having its own intensity (value between 0 and 255). Color images have three channels (red, green, and blue) while grayscale images have only one channel.

2. What are the fundamental building blocks of a CNN?

All convolutional neural network consists of convolution layers, pooling layers, and fully connected layers.

3. What is the role of the convolutional and pooling layers?

The convolutional and pooling layers are responsible for extracting spatial characteristics from the images. For example, when training a CNN to identify images of cats, one such spatial characteristic would be the pointy ears of cats.

4. What is ...