Data labeling method and device, storage medium and electronic device

Abstract

The invention discloses a data annotation method and a device thereof, a storage medium and an electronic device, and the method comprises the steps: determining an image region to be subjected to data annotation, and obtaining image features corresponding to the image region; inputting the image features into a label prediction model to obtain data labels corresponding to the image features, wherien the label prediction model is trained by using multiple groups of data through machine learning, and each group of data in the multiple groups of data includes the image features and the data labels corresponding to the image features; and displaying the data label on target equipment to indicate a target object to determine a data labeling result of the image area according to the data label. By the adoption of the technical scheme, the problems that in the traditional labeling process, the labeling time is long when only manual labeling is adopted or the machine calculation amount is large when only machine labeling is adopted are solved.

Description

Technical field[0001]The present invention relates to the field of communication, and in particular, to a data labeling method and apparatus, a storage medium, and an electronic device.Background technique[0002]With the rapid development of machine learning technology, the rapid development of deep learning technologies, machine learning is increasingly valued and studied in various fields. Rapidly developed algorithms, a large amount of data, great computing power is considered an important reason for the success of deep learning and wide application. Machine learning can be divided into supervised learning, no supervision learning, half-supervise learning, and currently have a wide development in the field of image algorithms, such as cat dog identification, face recognition, etc. The task requires a large amount of data to improve the generalization and effect of the model. At the same time, with the arrival of digital society, the amount of data is very large, but the data marke...

AI Technical Summary

Problems solved by technology

[0005] Embodiments of the present invention provide a data labeling method and device, a storage medium, and an electronic device, so as to at least solve the problem that in the traditional labeling process in the related art, the labeling time is longer when only manual labeling is used or the amount of machine calculation is relatively large when only machine labeling is used. major issues

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