Goals
● decrease product cost without quality loss
● monitor staff performance
Solution
● software: predictive analytics for melting process, optimization engine for accurate alloy amount calculation; web application with dashboards and analytics
Results
● system reduces alloy consumption by 2-5 % depending on technical process
● allows management to control and stimulate technologists

Goals
● develop visual navigation system for parkings
● detect rule violations
Solution
● hardware: LEDs for navigation, custom device with 4 cameras, US sensor, embedded computer
● software: computer vision algorithms for vehicle
detection, classification & parking correctness, plate number recognition, visual navigation system
Results
● system is able to track & navigate multiple vehicles
● accurately detects improper parking, overspeed
● integrated with parking management system

Goals
● build accurate garbage recognition system and implement it to three sorting devices of different scales
● improve recycling process & allow users to make money
Solution
● hardware: 3 high-resolution cameras + lightning, sorting machines
● software: deep neural network and proprietary algorithms for image processing
Results
● precision varies from 94 to 97 % depending on the trash category
● inference time around 100 ms with several cameras