Image-based remote home care system

An image-based remote home care system comprising:

• one or more IP-CAMs installed in the residence where a protected person lives and recording the protected person's motion in real time;
• a gateway connected to the IP-CAM by wire or wirelessly and transmitting images of the protected person captured by the IP-CAM to an external information and communication network;
• and
• a main server connected to the gateway of each residence through the information and communication network to collect images of the protected person in real time, determining the current state of the protected person through motion analysis for each protected person, and requesting emergency dispatch to an emergency situation center in the event of an emergency,
• wherein the main server analyzes the collected images of the protected person using a learning model that has been machine-learned over several months from a number of learning images captured in various environments, wherein the gateway is located in the residence and is further connected to one or more smart terminals installed with an application that operates in conjunction with the main server, and
• wherein the application captures the protected person in real time at different positions and angles from the IP-CAM through a camera mounted on the smart terminal and transmits the image of the protected person to the main server through the gateway.