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In this project, we aim to provide a comprehensive solution for image resolution enhancement by utilizing the Discrete Wavelet Transform (DWT) and Stationary Wavelet Transform (SWT), and further improving the results through the Inverse Discrete Wavelet Transform (IDWT). By incorporating these advanced techniques, we can effectively enhance the quality and clarity of images, resulting in a more visually appealing output.