How is the data converted from real to binary before training the neural network?

Question

Python

How to transform real data so that it is suitable for perceptron training?
The perceptron can only take on the values ​​1 and 0.

Answer 1

So what is the data? Text, image, sounds, tank, dog?
If the image, then you can do this:

with open('image.jpg', 'br') as f:
    for chunk in iter(lambda: f.read(8), b''):
        print(''.join([f'{byte:08b}' for byte in chunk ]))

Answer 2

The perceptron can only take on the values ​​1 and 0

this is not true