Introduction:

this paper, we present a new approach to the problem of image segmentation based on deep learning techniques. Our approach involves training a convolutional neural network (CNN) on a large dataset of images and then applying it to new images in order to segment them into regions of interest. We demonstrate the effectiveness of our approach on both synthetic and real-world datasets, showing that it can accurately segment images with different

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