Intelligent network connection automobile data training method based on privacy data protection, electronic equipment and computer readable storage medium

The invention discloses an intelligent network connection automobile data training method based on privacy data protection, and the method comprises the steps: carrying out the marking of historically collected road test data, carrying out the model training, obtaining a first edition model, and dep...

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Bibliographische Detailangaben
Hauptverfasser: HAO JINLONG, TANG ZHAOXIANG
Format: Patent
Sprache:chi ; eng
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Beschreibung
Zusammenfassung:The invention discloses an intelligent network connection automobile data training method based on privacy data protection, and the method comprises the steps: carrying out the marking of historically collected road test data, carrying out the model training, obtaining a first edition model, and deploying a low-layer feature extraction layer of the first edition model to an automobile end; on a vehicle end, for original data collected by the vehicle end, on one hand, feature extraction is performed through a deployed low-level feature extraction layer to obtain a low-level feature data set and upload the low-level feature data set to a cloud end; on the other hand, performing anonymization processing on the original data and uploading the original data to the cloud for data annotation; at the cloud, training and updating other feature extraction layers except the low-layer feature extraction layer by using the uploaded data set and the historical data set; and the updated model is pushed to the vehicle end fo