A method may include receiving an image from at least one camera positioned within an aircraft cabin. The method may further include associating the image with a category and a corresponding probability value based on a predictive model. The method may include displaying an alert at a cabin crew station within the aircraft cabin when the probability value is greater than a threshold probability value. A system may include at least one camera positioned within an aircraft cabin, a cabin crew station, and a processor positioned within an aircraft avionics bay. The processor may be configured to receive an image from the at least one camera, associate the image with a category and a probability value based on a predictive model, and generate an alert at the cabin crew station when the probability value is greater than a threshold probability value.