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In this Python tutorial video, Sweeney introduces the concept of no reference image quality assessment using the brisk technique. This method does not rely on external references to evaluate image quality, unlike traditional methods that use a gold standard image and various parameters for comparison. This is particularly useful in automated workflows where multiple images need to be quickly assessed without individual comparisons.