Like you, I had no idea this was a thing! And why Twitter doesn't just set it up automatically, I don't know.
Basically go into your "Settings And Privacy."
Then click on "Accessibility."
Under that, turn on "Compose Image Descriptions."
Many celebrities have made comments saying that they've done it, including Chelsea Clinton and Lin-Manual Miranda. You can, too, and what a difference you'll make.