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>In this work i implemented the Mean Shift Image Segmentation method. >>>Mean shift clustering is a non-parametric kernel density estimation technique that clusters points based on repeated updation of the mean. >>>Used a kernel based on joint distance using the color and (x,y) locations. Evaluated different kernels for image segmentation. Also checked and evaluated the effect of the bandwidth of the kernels on the resulting image segmentation.