Xiaomi Auto announces patents for deep recognition model training methods to improve accuracy – Passionategeekz –

[CNMO Technology News]Tianyancha intellectual property information shows that recently, the patent “training methods, devices, electronic devices and storage media for deep identification models” applied by Xiaomi Automobile Technology Co., Ltd. was announced. The inventor of the patent is Wan Shaohua, whose legal status is under review, and the agency is Beijing Fasheng Intellectual Property Agency Co., Ltd.

Xiaomi Auto

Public information shows that the application proposes a training method, device, electronic device and storage medium for deep recognition models, wherein the method includes: obtaining a sample image, wherein the sample image carries the annotation information of each pixel in a plurality of pixel points, determines the camera parameters corresponding to the sample image, inputs the sample image and camera parameters to predict the sample image to obtain the predicted depth information of each pixel point in the sample image, and determines the loss function based on the predicted depth information of the multiple pixel points in the sample image and the depth information in the annotation information, and uses the loss function to train the depth recognition model. Based on the fusion features of image features and camera model features, the depth recognition model is trained, which improves the accuracy of depth information prediction.

Passionategeekz learned that in April this year, Xiaomi Automobile Technology Co., Ltd. also applied for a patent called “15582. Vehicle Functional Testing Methods, Devices, Systems, Storage Media and Program Products”, which can realize the testing of traditional and intelligent functions based on the overall vehicle, so as to conduct more comprehensive testing of the vehicle and obtain more accurate test results.

Public information shows that Xiaomi Automobile Technology Co., Ltd. is a wholly-owned subsidiary of Xiaomi Group focusing on the research and development and manufacturing of smart electric vehicles. It was established on November 18, 2021 with a registered capital of 100 million yuan and the legal representative is Lei Jun.

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