18021971. MODEL TRAINING METHOD, PERFORMANCE PREDICTION METHOD, DEVICE, APPARATUS AND MEDIUM simplified abstract (BOE TECHNOLOGY GROUP CO., LTD.)
Contents
MODEL TRAINING METHOD, PERFORMANCE PREDICTION METHOD, DEVICE, APPARATUS AND MEDIUM
Organization Name
BOE TECHNOLOGY GROUP CO., LTD.
Inventor(s)
MODEL TRAINING METHOD, PERFORMANCE PREDICTION METHOD, DEVICE, APPARATUS AND MEDIUM - A simplified explanation of the abstract
This abstract first appeared for US patent application 18021971 titled 'MODEL TRAINING METHOD, PERFORMANCE PREDICTION METHOD, DEVICE, APPARATUS AND MEDIUM
The patent application describes a model training method and a performance prediction method in the field of display technology.
- Acquiring a training sample set consisting of training design data and test data of a sample display device.
- Inputting the training sample design data into a model to be trained and training the model to obtain an initial prediction model.
- Determining the initial prediction model as a performance prediction model when it satisfies a pre-set condition.
- The performance prediction model is used to predict performance data of a target display device.
Potential Applications: - This technology can be applied in the development and optimization of display devices. - It can be used in the manufacturing process to improve the performance of display screens. - The performance prediction model can assist in quality control and testing of display devices.
Problems Solved: - Provides a method for training models to predict the performance of display devices accurately. - Helps in identifying and addressing potential issues in display device performance early in the development process. - Streamlines the process of optimizing display device performance.
Benefits: - Improved accuracy in predicting the performance of display devices. - Enhanced efficiency in the development and testing of display screens. - Enables manufacturers to produce high-quality display devices with optimized performance.
Commercial Applications: Title: Display Performance Prediction Technology for Enhanced Quality Control This technology can be utilized by display manufacturers to enhance the quality control process and ensure the production of high-performance display devices. It can also be integrated into testing equipment to streamline the testing and validation of display screens before they are released to the market.
Questions about Display Performance Prediction Technology: 1. How does this technology impact the efficiency of display device manufacturing processes? - This technology improves efficiency by providing accurate performance predictions, allowing manufacturers to identify and address issues early in the development phase. 2. What are the potential cost savings associated with implementing this technology in display manufacturing? - By streamlining the testing and optimization process, manufacturers can reduce costs related to rework and ensure the production of high-quality display devices.
Original Abstract Submitted
Disclosed is a model training method, a performance prediction method, an apparatus, a device and a medium, which relate to the technical field of display. The model training method includes acquiring a training sample set, wherein the training sample set includes: training design data and test data of a sample display device; inputting the training sample design data into a model to be trained, and training the model to be trained according to an output of the model to be trained and the training sample test data to obtain an initial prediction model; when the initial prediction model satisfies a pre-set condition, determining the initial prediction model as a performance prediction model; and a performance prediction model for predicting performance data of a target display device.
