A text image repair method, device and storage medium

The invention discloses a text image repair method and an apparatus, which belongs to the field of image text recognition. The method includes the distribution difference parameter acquisition step, reconstruction loss parameter acquisition step and OCR loss parameter acquisition step; repeating the distribution loss parameter acquisition step, distribution loss parameter acquisition step, reconstruction loss acquisition step and OCR loss parameter acquisition step until the total loss function constructed from the distribution loss parameter, reconstruction loss parameter and OCR loss parameter converges; input the text image to be repaired into the image repair model to reconstruct the repaired text image. The present invention improves the recognition accuracy of the OCR by repairing the image. In addition, the repaired images can be recognized by humans, and the results are more visual and interpretable.