Data set amplification method, device and equipment and storage medium

• Main Authors: CHEN WEI, LIN QIAOMU, YU JIANGFENG, GUO GUOLONG, GAO XIN, LIU XIAOTIAN, ZHANG LI, SONG SHUHUA, PENG YUNJIE
• Format: Patent
• Language: Chinese; English
• Published: 04.06.2024
• Subjects: CALCULATING; COMPUTING; COUNTING; PHYSICS

The embodiment of the invention provides a data set amplification method and device, equipment and a storage medium, and is applied to the technical field of remote sensing image target detection. The method comprises the following steps: performing target labeling on remote sensing images in a remote sensing image set to obtain corresponding labels; generating a first sample according to the remote sensing image and the corresponding label, and generating a data set according to the first sample; dividing the data set to obtain a training set, a verification set and a test set; training the neural network model by adopting the training set and the verification set to obtain a target detection model; if the target detection precision of the target detection model on the test set is smaller than a preset target detection precision threshold value, the data set is amplified according to the target detection model, the amplified data set is divided, and processing is continuously repeated; the target detection p