A state determination device for determining a state of an object that is present in the vicinity of a plurality of electrodes includes: a selection unit configured to select a plurality of electrode pairs from the plurality of electrodes; a capacitance pattern measurement unit configured to measure a capacitance pattern for the plurality of electrode pairs; and a neural network that is trained to determine a state of the object based on the capacitance pattern.