Abstract: Method for detecting containers which have fallen over and/or are damaged in a container mass flow, wherein the containers in the container mass flow are transported vertically on a transporter, wherein the container mass flow is captured as an image data stream using at least one camera, and wherein the image data stream is evaluated by an image processing unit, wherein the image data stream is evaluated by the image processing unit using a deep neural network in order to detect and locate the containers which have fallen over and/or are damaged.

Abstract: Provided is a method for detecting faults in the context of transport of objects, wherein by a transport device, a plurality of objects are transported in a predetermined alignment of these objects along a predetermined transport path, wherein the objects are transported while at least partially in contact with each other, and wherein the objects are located on a movable surface of the transport device, wherein, by at least one image capturing device, at least one first region is captured in which a plurality of these containers is located and at least one sub-region of this region is identified in which no object is located in the predetermined orientation, wherein furthermore a distinction is then made as to whether an object with an alignment deviating from the predetermined alignment or an empty space is located in this region.

Abstract: Provided is a method for detecting faults in the context of transport of objects, wherein, by means of a transport device, a plurality of objects are transported in a predetermined alignment of these objects along a predetermined transport path, wherein the objects are transported while at least partially in contact with each other, and wherein the objects are located on a movable surface of the transport device, wherein, by at least one image capturing device, at least one first region is captured in which a plurality of these containers is located and at least one sub-region of this region is identified in which no object is located in the predetermined orientation, wherein furthermore a distinction is then made as to whether an object with an alignment deviating from the predetermined alignment or an empty space is located in this region.