Aspects of the present disclosure are directed to a vending device that counts and/or identifies objects dispensed by the vending device. In particular, the vending device of the present disclosure can include a machine-learned model that has been trained to count and identify objects dispensed by the vending device.
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Daniels, Melissa, "Internet of Things Vending Device", Technical Disclosure Commons, (March 04, 2019)