Systems and methods for a machine learning baby monitor may include a deep learning baby monitor that can recognize one's baby and monitor the baby's emotions. The components of the baby monitor and baby monitor operation manager facilitate the detection of different states and positions the baby is in based on analyses of images of the baby captured by the baby monitor using machine learning techniques and communicate information regarding such detection, such as alerts to remote devices, such as mobile devices of a user.