The disclosure extends to methods, systems, and apparatuses for automated fixation generation and more particularly relates to generation of synthetic saliency maps. A method for generating saliency information includes receiving a first image and an indication of one or more sub-regions within the first image corresponding to one or more objects of interest. The method includes generating and storing a label image by creating an intermediate image having one or more random points. The random points have a first color in regions corresponding to the sub-regions and a remainder of the intermediate image having a second color. Generating and storing the label image further includes applying a Gaussian blur to the intermediate image.
Формирование областей фиксации для машинного обучения
2018-07-02
Patent
Electronic Resource
Russian
IPC: | B60T Bremsanlagen für Fahrzeuge oder Teile davon , VEHICLE BRAKE CONTROL SYSTEMS OR PARTS THEREOF |
ОБНАРУЖЕНИЕ И КЛАССИФИКАЦИЯ СВЕТОФОРА С ИСПОЛЬЗОВАНИЕМ МАШИННОГО ЗРЕНИЯ И ГЛУБИННОГО ОБУЧЕНИЯ
European Patent Office | 2019