Where to start to create an AI model in python?

Question

Python

Where to start to create an AI model in python?
There is a fastocloud system - video streaming, where you need to create your own model in python and train it using the system.
How to write a model in Python for video streaming, so that the differences are, for example:
this is a person ,
this is garbage ,
this is this, this is that
?

Because the triggers on their system arrive even when the wind is blowing. And the system needs to understand what and how is happening.

Answer 1

You need to start with data, collect data, multiply it with auto-generated garbage (camera glitches, for example, or partial overlap), rotations, and so on.
Then you take ready-made libraries for working with images
Then you go buy hardware, a lot of smart hardware for a lot of bucks

Answer 2

look at special libraries like keras and tensorflow. There are many others, choose what suits your needs

Answer 3

read about neural networks to understand how it works, then use the keras library everything is very simple there and the manual on how to use it in Russian, and if you need to fix something complicated in your own way, then pytorch