The following datasets could be in a physics pixel frame for training or inference of a physics pixel model, <\/p>\n\n\n\n
in which the traing of a physics pixel model must include 1), 2), 4) and 5) of the datasets above, and may include 3) of the datasets above as optional,<\/p>\n\n\n\n
and in which the inference of a physics pixel model may include only 1), 2) and 4) of the datasets above, and may include 3) of the datasets above as optional.<\/p>\n\n\n\n
1) pixel dataset – visual info and other physics parameters of each pixel, including visual info (like GRBA), XY coordinates in the frame and Z (depth), near object and far object of the pixel, and other selected physics parameters (interface ID that the pixel is on, pressure, velocity and rotation of near\/far object, etc);<\/p>\n\n\n\n
2) object dataset – parameters of each object, including object ID and other selected physics parameters (object class, parent object, child object, velocity and rotation of object, object material, object interfaces, object mass, etc);<\/p>\n\n\n\n
3) interface dataset – parameters of each interface, including interface ID and other selected physics parameters (overlap number, interface class, parent interface, child interface, etc);<\/p>\n\n\n\n
4) text describing the content of the frame, the detail level of which depends on requirement or need;<\/p>\n\n\n\n
5) class tree of all objects , class tree of all interfaces(optional) and class tree of all materials, and all classes include correponding physics attributes\/parameters.<\/p>\n\n\n\n
By the way, for object, interface and material, the model will define each one of the above 3 kinds in a frame by a unique ID and then find the closest class to match to label the each one as a class instance of the closest class.<\/p>\n\n\n\n
And also, class is a comparative broader difinition to include common attributes in the class, which is a natural nature of existence or universe itself, which may help the model to understand physics nature of real world better.<\/p>\n","protected":false},"excerpt":{"rendered":"
The following datasets could be in a physics pixel frame for training or inference of a physics pixel model, in which the traing of a…<\/p>\n