Asynchronous image capture, verification, and error tracking
Various embodiments of the present disclosure provide an asynchronous imaging technique. The asynchronous imaging technique may include identifying, from a local object queue buffer including a portion of container data from a remote system, a queued container data object that corresponds to a container located on a conveyance line. In addition, the process may include generating, using an imaging device, an imaging response for the container and a verification event for the container based on the imaging response. The process may listen for a heartbeat and identify a heartbeat anomaly with the remote system. In response to the heartbeat anomaly, the imaging system may generate a connection loss alarm tag, store the verification event in a local image buffer with the connection loss alarm tag, and initiating one or more conveyance line operation instructions based on a position of the queued container data object within the local object queue buffer.
1 . A computer-implemented method comprising:
identifying, by one or more processors and from a local object queue buffer comprising a portion of container data from a remote system, a queued container data object that corresponds to a container located on a conveyance line;
generating, by the one or more processors and using an imaging device, an imaging response for the container;
generating, by the one or more processors, a verification event for the container based on the imaging response;
identifying, by the one or more processors, a heartbeat anomaly with the remote system; and
in response to the heartbeat anomaly,
(i) generating a connection loss alarm tag,
(ii) storing the verification event in a local image buffer with the connection loss alarm tag, and
(iii) initiating one or more conveyance line operation instructions based on a position of the queued container data object within the local object queue buffer.
2 . The computer-implemented method of claim 1 , wherein detecting the heartbeat anomaly comprises:
measuring an elapsed time after a reception of a remote system heartbeat message; and
detecting the heartbeat anomaly based on a comparison between the elapsed time and a defined heartbeat interval.
3 . The computer-implemented method of claim 1 , further comprising:
receiving, from the remote system, a remote system heartbeat message identifying a wireless connection between the remote system and an imaging system; and
in response to the remote system heartbeat message,
(i) providing one or more verification events stored within the local image buffer to the remote system, and
(ii) removing the one or more verification events from the local image buffer.
4 . The computer-implemented method of claim 1 , wherein the one or more conveyance line operation instructions are configured to disable a portion of the conveyance line that is associated with an imaging system when the queued container data object is a last queued container data object in the local object queue buffer.
5 . The computer-implemented method of claim 1 , wherein the local object queue buffer comprises a plurality of queued container objects and a number of the plurality of queued container objects is constrained by a maximum buffer length.
6 . The computer-implemented method of claim 5 , further comprising:
providing, to the remote system, a buffer availability message indicating that the local object queue buffer is at least partially empty;
receiving, from the remote system, one or more container data objects respectively corresponding to one or more containers located on the conveyance line and enroute to an imaging system; and
storing the one or more container data objects as one or more queued container data objects within the local object queue buffer.
7 . The computer-implemented method of claim 6 , wherein a container data object of the one or more container data objects comprises qualification criteria, an expected fill level, and a validation category associated with a particular container.
8 . The computer-implemented method of claim 7 , wherein the imaging response comprises a validation image and an image classification that is based on the validation category.
9 . The computer-implemented method of claim 1 , further comprising providing an imaging system heartbeat message to the remote system at a predetermined interval, wherein the imaging system heartbeat message identifies one of a plurality of imaging systems positioned at one of a plurality of imaging positions within the conveyance line.
10 . The computer-implemented method of claim 1 , wherein the queued container data object comprises a radio frequency identifier (RFID) that corresponds to a container carrier associated with the container and the computer-implemented method further comprises:
receiving the RFID from an RFID reader; and
identifying the queued container data object from the local object queue buffer based on the RFID.
11 . A computing system comprising memory and one or more processors communicatively coupled to the memory, the one or more processors configured to:
identify, from a local object queue buffer comprising a portion of container data from a remote system, a queued container data object that corresponds to a container located on a conveyance line;
generate, using an imaging device, an imaging response for the container;
generate a verification event for the container based on the imaging response;
identify a heartbeat anomaly with the remote system; and
in response to the heartbeat anomaly,
(i) generating a connection loss alarm tag,
(ii) storing the verification event in a local image buffer with the connection loss alarm tag, and
(iii) initiating one or more conveyance line operation instructions based on a position of the queued container data object within the local object queue buffer.
12 . The computing system of claim 11 , wherein detecting the heartbeat anomaly comprises:
measuring an elapsed time after a reception of a remote system heartbeat message; and
detecting the heartbeat anomaly based on a comparison between the elapsed time and a defined heartbeat interval.
13 . The computing system of claim 11 , wherein the one or more processors are further configured to:
receive, from the remote system, a remote system heartbeat message identifying a wireless connection between the remote system and an imaging system; and
in response to the remote system heartbeat message,
(i) provide one or more verification events stored within the local image buffer to the remote system, and
(ii) remove the one or more verification events from the local image buffer.
14 . The computing system of claim 11 , wherein the one or more conveyance line operation instructions are configured to disable a portion of the conveyance line that is associated with an imaging system when the queued container data object is a last queued container data object in the local object queue buffer.
15 . The computing system of claim 11 , wherein the local object queue buffer comprises a plurality of queued container objects and a number of the plurality of queued container objects is constrained by a maximum buffer length.
16 . The computing system of claim 15 , wherein the one or more processors are further configured to:
provide, to the remote system, a buffer availability message indicating that the local object queue buffer is at least partially empty;
receive, from the remote system, one or more container data objects respectively corresponding to one or more containers located on the conveyance line and enroute to an imaging system; and
store the one or more container data objects as one or more queued container data objects within the local object queue buffer.
17 . The computing system of claim 16 , wherein a container data object of the one or more container data objects comprises qualification criteria, an expected fill level, and a validation category associated with a particular container.
18 . The computing system of claim 17 , wherein the imaging response comprises a validation image and an image classification that is based on the validation category.
19 . One or more non-transitory computer-readable storage media including instructions that, when executed by one or more processors, cause the one or more processors to:
identify, from a local object queue buffer comprising a portion of container data from a remote system, a queued container data object that corresponds to a container located on a conveyance line;
generate, using an imaging device, an imaging response for the container;
generate a verification event for the container based on the imaging response;
identify a heartbeat anomaly with the remote system; and
in response to the heartbeat anomaly,
(i) generating a connection loss alarm tag,
(ii) storing the verification event in a local image buffer with the connection loss alarm tag, and
(iii) initiating one or more conveyance line operation instructions based on a position of the queued container data object within the local object queue buffer.
20 . The one or more non-transitory computer-readable storage media of claim 19 , wherein the queued container data object comprises a radio frequency identifier (RFID) that corresponds to a container carrier associated with the container and the one or more processors are further caused to:
receive the RFID from an RFID reader; and
identify the queued container data object from the local object queue buffer based on the RFID.