  Digital image watermarking has been widely used in different applications
such as copyright protection of digital media, such as audio, image, and video
files. Two opposing criteria of robustness and transparency are the goals of
watermarking methods. In this paper, we propose a framework for determining the
appropriate embedding strength factor. The framework can use most DWT and DCT
based blind watermarking approaches. We use Mask R-CNN on the COCO dataset to
find a good strength factor for each sub-block. Experiments show that this
method is robust against different attacks and has good transparency.
