Artificial Intelligence (AI) Mastering Development

How can I train a neural network if I don’t have enough data?

I have created a neural network that is able to recognize images with the numbers 1-5. The issue is that I have a database of 16×5 images which ,unfortunately, is not proving enough as the neural network fails in the test set. Are there ways to improve a neural network’s performance without using more data? […]