System and method for intelligent accessible graphical user interfaces

A computerized system for arranging graphical elements on a user interface comprising:

• a vertically oriented monitor, the monitor being at least 60 centimeters long in a vertical dimension;
• a memory;
• and
• one or more processors configured to:
• detect one or more attributes of a user in visual data, wherein the one or more attributes comprise:
• a dominant hand of the user, and whether the user is in a wheelchair;
• and
• arrange a graphical user interface (GUI) comprising one or more graphical elements based on one or more of the detected attributes,
• wherein the arranging of the GUI comprises determining, by a supervised machine learning algorithm, a placement for the one or more graphical elements, wherein the supervised machine learning algorithm comprises training a machine learning model using a dataset mapping user attributes to placement parameters, the placement parameters describing a placement within the GUI,
• wherein the arranging of the GUI comprises determining a placement for the GUI as a whole, wherein the GUI is displayed on the vertically oriented monitor, and
• wherein the arranging of the GUI is performed without displacing the vertically oriented monitor.

A method for arranging computerized graphical items on a display comprising, using one or more computer processors:

• measuring one or more features of a user in image data, wherein the one or more features comprise:
• a dominant hand of the user, and whether the user is in a wheelchair;
• and
• placing a graphical user interface (GUI) comprising one or more graphical items within a display based on one or more of the measured features,
• wherein the placing of the GUI comprises determining, by a supervised machine learning algorithm, a placement for the one or more graphical elements, wherein the supervised machine learning algorithm comprises training a machine learning model using a dataset associating features with placement values, the placement values describing a placement within the GUI,
• wherein the placing of the GUI comprises determining a placement for the GUI as a whole, wherein the display comprises a vertically oriented screen, the screen being at least 60 centimeters long in a vertical dimension, and wherein the placing of the GUI is performed without displacing the display.