An image processing apparatus performs: acquiring target image data representing a target image including a plurality of pixels, the target image data including a plurality of pixel values each having a plurality of component values; generating image data, the image data being one of first and second component data respectively including a plurality of first and second pixel values, each of the plurality of first and second pixel values being respectively related to maximum and minimum values among the plurality of component values of corresponding one of the plurality of pixels; calculating a plurality of edge strengths corresponding to respective ones of the plurality of pixels using the image data to generate edge strength data including the plurality of edge strengths; and specifying a plurality of edge pixels included in the target image. The specifying includes binarizing the edge strength data to generate binary image data.