Face concealment detection

A method comprising:

• obtaining, from a camera of a monitoring system that is configured to monitor a property, image data depicting a human;
• determining, using the image data, whether the image data depicts the human changing their apparel;
• and
• in response to determining that the image data depicts the human changing their apparel, performing a monitoring system action using data representing the change in apparel.

A system comprising one or more computers and one or more storage devices on which are stored instructions that are operable, when executed by the one or more computers, to cause the one or more computers to perform operations comprising:

• obtaining, from a camera of a monitoring system that is configured to monitor a property, image data depicting a human;
• determining, using the image data, whether the image data depicts the human changing their apparel;
• and
• in response to determining that the image data depicts the human changing their apparel, performing a monitoring system action using data representing the change in apparel.

One or more non-transitory computer storage media encoded with instructions that, when executed by one or more computers, cause the one or more computers to perform operations comprising:

• obtaining, from a camera of a monitoring system that is configured to monitor a property, image data depicting a human;
• determining, using the image data, whether the image data depicts the human changing their apparel;
• and
• in response to determining that the image data depicts the human changing their apparel, performing a monitoring system action using data representing the change in apparel.