Creation of SB-Neuron. Ours. Branded.(v2)

[AbsoluteBeginner]

Overnight, in my head, from ideas to hold a competition of neurons, an amazing, grandiose entertainment and educational project developed. 

I want to create a program that allows the user to train a neural network and observe the process of this training.

I want the user to be able to train the neural network to recognize individual elements (individual points, lines, ends of lines, corners of shapes, circles, etc.).
I want the user to be able to command the neural network to learn to recognize what shape is depicted on the matrix using the FEATURES of such a shape.

In general, I want to create a "tool" for studying and testing a neural network that will be defined in the program.
I will try to make it so that the user can easily insert the code of his own neural network into the program code.
- - - - -

I understand that this is a lot of work. But, I plan to get a lot of help from Gemini or ChatGPT.

I will try to show you the different stages of development of this project in a timely manner.