Method for mitigating disease transmission in a facility

A method for mitigating disease transmission in a facility comprising:

• during a training period:
• for each sampling period in the training period:
• accessing a training set of extant disease metrics associated with the sampling period;
• accessing a training set of images of the facility captured during the sampling period by a set of sensor blocks deployed in the facility;
• aggregating the training set of images into a training timeseries of facility maps depicting the facility during the sampling period;
• identifying a training set of objects in the timeseries of facility maps, the training set of objects comprising a training set of humans;
• generating a training transmission feature vector based on the training set of objects in the training timeseries of facility maps and the training set of extant disease metrics associated with the sampling period, the training transmission feature vector;
• and
• accessing a timeseries of health metrics for a causal period subsequent to the sampling period;
• and
• training a facility health model based on:
• the training transmission feature vector for each sampling period in the training period;
• and
• the timeseries of health metrics for the causal period subsequent to each sampling period in the training period;
• and
• for a reporting period subsequent to the training period:
• accessing a set of extant disease metrics associated with the reporting period;
• accessing a set of images of the facility recorded during the reporting period by the set of sensor blocks;
• aggregating the set of images into a timeseries of facility maps depicting the facility during the reporting period;
• identifying a set of objects in the timeseries of facility maps, the set of objects comprising a set of humans;
• generating a transmission feature vector based on the set of objects in the timeseries of facility maps and the set of extant disease metrics associated with the reporting period;
• calculating a predicted timeseries of health metrics for the facility based on the transmission feature vector and the facility health model;
• and
• prompting a mitigation response at the facility based on the predicted timeseries of health metrics.