Techniques are described for trash monitoring using video analytics. In some implementations, a schedule for placing trash for collection is obtained, video of a scene that includes trash when trash is placed for collection is obtained, whether the trash has been placed for collection according to the schedule is determined from the video, and in response to determining that the trash is not placed for collection according to the schedule, a notification that the trash has not been placed for collection is provided.