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Exercise

Find contours of an image that is not binary

Let's work a bit more on how to prepare an image to be able to find its contours and extract information from it.

We'll process an image of two purple dice loaded as image_dice and determine what number was rolled for each dice.

Purple dice

In this case, the image is not grayscale or binary yet. This means we need to perform some image pre-processing steps before looking for the contours. First, we'll transform the image to a 2D array grayscale image and next apply thresholding. Finally, the contours are displayed together with the original image.

color, measure and filters modules are already imported so you can use the functions to find contours and apply thresholding.

We also import the io module to load the image_dice from local memory, using imread. Read more here.

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  • Transform the image to grayscale using rgb2gray().