How to smoothen blood vessels image and fill unwanted holes

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I have segmented vessel map from fundus image but it contains many unwanted holes between vessels , Can someone please suggest any method to fill holes and to smoothen the image

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Alex Alex On

Use closing = cv.morphologyEx(img, cv.MORPH_CLOSE, kernel)