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The main key why IT is growing rapidly lies in the level of human consumption which is increasing time after time. This level of consumption is measured by the progress made in the industrial revolution which has fundamentally changed one's working conditions and lifestyle. One of the AI fields that is currently trending is digital image processing (PCD). In PCD there is an image manipulation technique without touching other objects and that method is image segmentation. Image segmentation is used to separate certain objects or partition the image into several main target areas to change the appearance of the entered image to a new one in the sense that it is easy to access and analyze. One technique is active contour. In this research, we will use region based active contour segmentation with 37kb perforated image objects after being modified. Using Matlab R2016a, the initial mask value (3:80, 1:91) = 4 was determined with 800 iterations, the image was successfully segmented as expected.