- Neural Network
Neural networks are used in multiple projects completed by ZUZEX developers.
Our developers have completed multiple tasks related to implementation of neural networks.
Depending on a task different structures of neural networks were used:
- one-layer and multi-layer perceptrons for data classification and pattern recognition,
- multi-layer neural networks and rbf networks (single and multil-layer) for prediction and function approximation.
We have knowledge and experience of selecting an optimal structure of a neural network and parameters of neural network layers by using cross validation based on various metrics.
Mechanism of neural networks was implemented on multiple programming languages, including Matlab, R and C++, both from scratch and using special libraries and packages.
Model for restoring blurred and pixelated faces in a photo.
Workout helper app
Mobile app for the estimation of proper body positions during the workout.
Car rental price simulation and prediction
The goal of the project is to train models for car rental price prediction in Japan based on the prices and demand for car rental from some Japanese car rental companies and the history of weather data in Japan.