Reading in a JPEG image and calculate image coordinates

I want to read in a JPEG image with a uniform gray background with several colored balls on it of the same size. I want a program which can take this image and record the coordinates of each ball. What's the best way to do this?
Reading in a JPEG image and performing image recognition on it are two very different questions on very different levels.

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