About the report at the HighLoad UA conference:
How to increase the value of your data using machine learning.
The example can be seen in the case of AUTO.RIA. The algorithm for finding license plates in the photo analyzes up to 200 000 photos per day.
Oleg will talk about data that lacks being payed attention to during the analysis in traditional ways. There will be presented several ideas of the use of machine learning techniques that will help improve the interpretation of the data that users are sending. Oleg will comment the problems of using modern ML-models in the mode of the inference, when it is necessary to find the balance between the hardware resources and the speed of information processing on the example of practical cases of the site AUTO.RIA.com