METHOD AND APPARATUS FOR DATA AUGMENTATION BASED ON OUTPAINTING
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United States of America
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Feb 13, 2025
app pub date -
Mar 19, 2024
filing date -
Mar 19, 2024
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Abstract
A method and apparatus for data augmentation based on outpainting is proposed. The method includes receiving input of image information and prompt information by an image processing apparatus, creating training data by using outpainting techniques and performing the data augmentation on the basis of the image information and the prompt information by the image processing apparatus, training an object detection model on the basis of the created training data by the image processing apparatus, evaluating performance of the object detection model by the image processing apparatus, and converting and storing performance evaluation results and the prompt information into a database by the image processing apparatus.
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