Sometimes in deep learning there are tasks for which it is not possible to find open datasets, and it is difficult and expensive to collect data. Typically these are very specific tasks with the requirements of a specific customer. In my practice, this situation happened at least twice.

The first time it was the task of detecting traffic signs for a competition of self-driving vehicles. In this task, it was important to learn how the signs look like in the competition (https://www.youtube.com/watch?v=BG68Hz1_T28). The second time it was the task of image enhancement for hieroglyphs. …

Давид Свитов

Get the Medium app

A button that says 'Download on the App Store', and if clicked it will lead you to the iOS App store
A button that says 'Get it on, Google Play', and if clicked it will lead you to the Google Play store