Apparatus for monitoring the biological condition of pregnant breeding cattle

An apparatus for monitoring a biological condition of pregnant breeding cattle, the apparatus comprising:

• a training data collection unit configured to select and use at least one 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 configured to pre-train a prediction model through the multiple training data;
• a device cooperation cases setting unit configured to acquire sensing data based on another type of means which is any one of another type of device and another type of object, and decide and store device cooperation cases for another type of means by comparative analysis with the sensing data acquired through the training data collection device;
• a device cooperation conducting unit configured to preprocess the sensing data of another type of device using the device cooperation cases for another type of means;
• and
• a biological condition prediction unit configured to predict and output a biological condition corresponding to the sensing data preprocessed through the prediction model,
• wherein the prediction model has at least one of activity level, temperature, pressure, pulse, activity type, location information or Stage 1 rupture time point as an input condition and at least one of an estrus index, a parturition index or a health index as an output condition.