Detecting user interface elements in robotic process automation using convolutional neural networks
Номер патента: EP4042335A1
Опубликовано: 17-08-2022
Автор(ы): Dragos BOBOLEA, Mircea NEAGOVICI, Stefan Adam, Virgil TUDOR
Принадлежит: UiPath Inc
Опубликовано: 17-08-2022
Автор(ы): Dragos BOBOLEA, Mircea NEAGOVICI, Stefan Adam, Virgil TUDOR
Принадлежит: UiPath Inc
Реферат: Graphical elements in a user interface (UI) may be detected in robotic process automation (RPA) using convolutional neural networks (CNNs). Such processes may be particularly well-suited for detecting graphical elements that are too small to be detected using conventional techniques. The accuracy of detecting graphical elements (e.g., control objects) may be enhanced by providing neural network-based processing that is robust to changes in various UI factors, such as different resolutions, different operating system (OS) scaling factors, different dots-per-inch (DPI) settings, and changes due to UI customization of applications and websites, for example.
Detecting user interface elements in robotic process automation using convolutional neural networks
Номер патента: US20210103798A1. Автор: Stefan Adam,Mircea NEAGOVICI,Virgil TUDOR,Dragos BOBOLEA. Владелец: UiPath Inc. Дата публикации: 2021-04-08.