Electronic paper drive debugging method, device and computer device based on machine learning

Abstract

The embodiment of the invention relates to an electronic paper driving debugging method based on machine learning, a device and a computer device, wherein, an electronic paper screen image displayed by the electronic paper under the driving signal is obtained; the electronic paper screen image is inputted into a pre-trained residual image evaluation model, and the residual image value outputted from the residual image evaluation model is obtained. The residual image evaluation model is trained from the feature distribution information of the preset electronic paper screen image and the residual image value corresponding to the preset electronic paper screen image. An optimal driving signal is determined according to the residual image value, to evaluate the residual image degree of debugging the driving waveform of the electronic paper through the residual image evaluation model of the electronic paper, Determine the best driving waveform, do not rely on manual debugging, improve the accuracy and efficiency of driving debugging, through the driving waveform can directly realize the refresh between different pictures, shorten the refresh time of pictures, improve the working performance of electronic paper.

Description

technical field [0001] The present invention relates to the technical field of electronic paper, in particular to a machine learning-based electronic paper drive debugging method, device and computer equipment. Background technique [0002] Electronic paper display technology combines the advantages of ordinary paper and electronic display, and is one of the electronic display technologies with development potential. Electronic paper display technology displays patterns on the display screen through directional electrophoretic migration of electrophoretic particles of different colors and different electrical properties under the action of an electric field. [0003] Due to the hysteresis of the movement of electrophoretic particles, the electronic paper display screen is very prone to afterimages when displaying patterns, that is, when the electronic paper displays a new picture, the afterimage of the previous picture remains on the display screen. To solve this problem, t...

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Problems solved by technology

[0004] Based on this, it is necessary to provide a method, device, and equipment for establishing an evaluation model of electronic paper afterimage and driving debugging to solve the technical problem that the electronic paper screen takes a long time to refresh the screen

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