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I made a modification to the image handling in the code, specifically in the section that opens image files. Instead of using images.append(Image.open(...)) , I implemented a with statement to open the image.
By using the with statement, the image is automatically closed once the block of code is completed. This reduces the risk of having too many open files simultaneously, which could lead to operating system errors.