Is there a course or article on the topic: "Training neural networks to classify images on their data"?

Question

Neural networks

Good afternoon!

The diploma requires the implementation of a neural network for image classification. There are several examples of such networks on the Internet, but all of them download MNIST or CSAR-10 data.

Essence of the question: is there an article or course in which the implementation of training a neural network on its data is considered and shown? It is desirable that the information be understandable.

Also, if someone has the desire and opportunity to explain the implementation of learning a neural network on their own data, then I will be very happy with this opportunity and, in turn, I promise that I will not bother or be impudent. If you can help me, please write your contact.

Thank you!

Answer 1

Everything is the same, only before the training stage, the data markup stage is added - you must give the network the correct answers, otherwise it will not be able to learn.
The easiest way is to take some pre-trained network (VGG-16, ResNet, etc) and train it on your labeled data.
https://towardsdatascience.com/transfer-learning-f...