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A company that bottles a variety of industrial chemicals employs you to design an approach for detecting when bottles of their product are not full.

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A company that bottles a variety of industrial chemicals employs you to design an approach for detecting when bottles of their product are not full. As they move along a conveyor line past an automatic filling and capping station, the bottles appear as shown in the following image. A bottle is considered imperfectly filled when the level of the liquid is below the midway point between the bottom of the neck and the shoulder of the bottle. The shoulder is defined as the intersection of the sides and slanted portions of the bottle. The bottles move at a high rate of speed, but the company has an imaging system equipped with an illumination flash front end that effectively stops motion, so you will be given images that look very close to the sample shown here. Based on the material you have learned up to this point, propose a solution for detecting bottles that are not filled properly. State clearly all assumptions that you make and that are likely to impact the solution you propose

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