DISPLAY APPARATUS AND METHOD FOR OPTIMIZING DISPLAY MODE
A display apparatus and method for optimizing a display mode are provided. The display apparatus and method for optimizing a display mode include a display, a memory and a processor. The memory includes a sampling module, a neural network module and a mode selection module. The display displays an image data stream and has display modes. The sampling module samples the image data stream in a first time interval to generate sampling data in response to a trigger signal. The neural network module classifies the sampling data through the neural network to generate a classification outcome corresponding to the display modes. The mode selection module selects one of the display modes according to the classification outcome to display the image data stream.
1 . A display apparatus for optimizing a display mode, comprising a display, configured to display an image data stream, wherein the display has a plurality of display modes;
a memory, configured to store a plurality of modules; and
a processor, coupled to the display and the memory, wherein the processor is configured to access and execute the plurality of modules, and the plurality of modules comprising:
a sampling module, in response to a trigger signal, sampling the image data stream in a first time interval to generate a plurality of sampling data;
a neural network module, classifying the plurality of sampling data through the neural network to generate a classification outcome corresponding to the plurality of display modes; and
a mode selection module, selecting one of the plurality of display modes according to the classification outcome to display the image data stream.
2 . The display apparatus for optimizing the display mode according to claim 1 , wherein
the plurality of display modes comprise a first display mode and a second display mode,
the classification outcome comprises at least a first label corresponding to the first display mode and at least a second label corresponding to the second display mode, and
the mode selection module selects the first display mode to display the image data stream based on that a first number of the at least a first label is greater than a second number of the at least a second label.
3 . The display apparatus for optimizing the display mode according to claim 1 , wherein the processor generates the trigger signal in response to one of a plurality of events, wherein the plurality of events comprises:
a scene of the image data stream being changed;
a source of the image data stream being changed;
the processor receiving a control signal from an input interface, wherein the input interface is coupled to the processor; and
the image data stream starting to play.
4 . The display apparatus for optimizing the display mode according to claim 1 , wherein the trigger signal is a periodic signal.
5 . The display apparatus for optimizing the display mode according to claim 1 , wherein the plurality of sampling data respectively correspond to a plurality of different time points in the first time interval.
6 . A method for optimizing a display mode, comprising:
a display displaying an image data stream, wherein the display has a plurality of display modes;
sampling the image data stream in a first time interval in response to a trigger signal to generate a plurality of sampling data;
classifying a plurality of sampling data by a neural network to generate a classification outcome corresponding to the plurality of display modes; and
selecting one of the plurality of display modes according to the classification outcome to display the image data stream.
7 . The method for optimizing the display mode according to claim 6 , wherein the plurality of display modes comprise a first display mode and a second display mode, the classification outcome comprises at least a first label corresponding to the first display mode and at least a second label corresponding to the second display mode, and selecting one of the plurality of display modes according to the classification outcome to display the image data stream comprises:
selecting the first display mode for displaying the image data stream based on that a first number of the at least a first label is greater than a second number of the at least a second label.
8 . The method for optimizing the display mode according to claim 6 , wherein the trigger signal is triggered in response to one of a plurality of events, and the plurality of events comprises:
a scene of the image data stream being changed;
a source of the image data stream being changed;
receiving a control signal; and
the image data stream starting to play.
9 . The method for optimizing the display mode according to claim 6 , wherein the trigger signal is a periodic signal.
10 . The method for optimizing the display mode according to claim 6 , wherein the plurality of sampling data respectively correspond to a plurality of different time points in the first time interval.