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In this tutorial, the presenter demonstrates how to clean up images generated with Midjourney, specifically removing unwanted text. Using Photoshop, they first copy the image and open it in the software. The presenter selects the lasso tool to quickly outline the text. Then, under the Edit menu, they choose the "Content-Aware Fill" option, which allows Photoshop to intelligently fill in the selected area. After applying this, the text is effectively removed, showcasing the tool's capability to enhance images. The presenter also mentions that alternatives like Photopia can be used if Photoshop isn't available.