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Abstract

An apparatus for monitoring a biological condition of pregnant breeding cattle includes a training data collection unit to select and use at least two of an implantable device, a wearable device or an imaging device as a training data collection device to create multiple training data, a prediction model training unit to pre-train a prediction model through the multiple training data, a device cooperation cases setting unit to decide and store device cooperation cases by collecting and analyzing sensing data acquired through the training data collection devices, a device cooperation conducting unit to preprocess the sensing data of a monitoring device according to the device cooperation cases when at least one of the training data collection devices is selected as the monitoring device, and a biological condition prediction unit to predict and output a biological condition corresponding to the sensing data preprocessed through the prediction model.

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