Data processing method and device, storage medium and electronic equipment
The invention discloses a data processing method and device, a storage medium and electronic equipment. An original sample set and a verification sample set are acquired, an augmented sample set is acquired according to the original sample set through an initial data augmentation model, training los...
Gespeichert in:
Hauptverfasser: | , , , |
---|---|
Format: | Patent |
Sprache: | chi ; eng |
Schlagworte: | |
Online-Zugang: | Volltext bestellen |
Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
Zusammenfassung: | The invention discloses a data processing method and device, a storage medium and electronic equipment. An original sample set and a verification sample set are acquired, an augmented sample set is acquired according to the original sample set through an initial data augmentation model, training loss is acquired according to the original sample set and the augmented sample set through an initial business processing model, and verification loss is acquired according to the verification sample set. And adjusting the initial data augmentation model according to the training loss and the verification loss to obtain the data augmentation model. Therefore, by combining data augmentation with the actual business, noise data brought by model training of the augmentation sample can be reduced, and the performance of the business processing model under the specific business can be improved.
公开了一种数据处理方法、装置、存储介质和电子设备。通过获取原始样本集合和验证样本集合,通过初始数据增广模型根据原始样本集合获取增广样本集合,通过初始业务处理模型根据原始样本集合和增广样本集合获取训练损失,并根据验证样本集合获取验证损失,根据训练损失和验证损失对 |
---|