System and method for reducing resources used for uploading a video to be indexed for searching
Techniques for reducing resources used for uploading a video to be indexed for searching at a cloud search service are provided. A file containing the video is received at an on premise client application. The application processes the file with an event detector to detect at least one event of interest based on a first set of event detection criteria. The at least one event of interest is sent to the cloud searching service. The cloud searching service classifies at least one object in the at least one event of interest. The cloud searching service identifies a second set of event identification criteria based on the classification. The cloud searching service sends feedback to the application for event detection and sending events based on the second set of event identifying criteria. The application modifies the first event detection criteria based on the feedback to create new event detection criteria.
1. A computer-implemented method to reduce resources used for uploading a video to be indexed for searching at a cloud search service comprising:
receiving a file containing the video at an on premise client application;
processing, by the on premise client application, the file with an event detector configured to detect at least one event of interest in the file based on a first set of event detection criteria, wherein the at least one event of interest includes at least one of a video frame, a video metadata, and a portion of the file;
modifying the at least one event of interest to reduce resources used when sending the at least one event of interest;
sending, by the on premise client application, the at least one event of interest to the cloud searching service;
performing video analytics, by the cloud searching service, on the at least one event of interest to detect at least one object in the at least one event of interest;
determining that the video analytics is unable to detect the at least one object of interest with the first event detection criteria;
identifying a second set of event identification criteria based on the determination that the video analytics is unable to detect the at least one object of interest with the first event detection criteria;
sending, from the cloud searching service to the on premise application, feedback for event detection and sending events, the feedback based on the second set of event identification criteria; and
configuring, by the on premise application, the event detector to use new event detection criteria, the new event detection criteria based on the feedback.
2. The computer-implemented method of claim 1 further comprising:
re-processing, by the on premise client application, at least a portion of the file with the event detector configured with the new event detection criteria.
3. The computer-implemented method of claim 1 wherein the event detection criteria includes at least one of motion detection and proximity detection.
4. The computer-implemented method of claim 1 wherein the new event detection criteria includes at least one of changing a frame resolution, a frame separation time, and a compression method.
5. The computer-implemented method of claim 4 wherein changing the frame resolution rate comprises changing the frame resolution for only a portion of the frame.
6. The computer-implemented method of claim 1 wherein the feedback includes at least one of adding and removing content from the at least one event of interest.
7. The computer-implemented method of claim 1 wherein the feedback includes at least one of adding and removing a telemetry track from the at least one event of interest.
8. A computer-implemented system to reduce resources used for uploading a video to be indexed for searching at a cloud search service comprising:
a processor; and
a memory coupled to the processor, the memory containing a set of instructions thereon that when executed by the processor cause the processor to:
receive a file containing the video at an on premise client application;
process, by the on premise client application, the file with an event detector configured to detect at least one event of interest based on a first set of event detection criteria, wherein the at least one event of interest includes at least one of a video frame, a video metadata, and a portion of the file;
modify the at least one event of interest to reduce resources used when sending the at least one event of interest;
send, by the on premise client application, the at least one event of interest to the cloud searching service;
perform video analytics, by the cloud searching service, on the at least one event of interest to detect at least one object in the at least one event of interest;
determine that the video analytics is unable to detect the at least one object of interest with the first event detection criteria;
identify a second set of event identification criteria based on the determination that the video analytics is unable to detect the at least one object of interest with the first event detection criteria;
send, from the cloud searching service to the on premise application, feedback for event detection and sending events, the feedback based on the second set of event identification criteria; and
configure, by the on premise application, the event detector to use new event detection criteria, the new event detection criteria based on the feedback.
9. The computer-implemented system of claim 8 further comprising instructions to:
re-process, by the on premise client application, at least a portion of the file with the event detector configured with the new event detection criteria.
10. The computer-implemented system of claim 8 wherein the event detection criteria includes at least one of motion detection and proximity detection.
11. The computer-implemented system of claim 8 wherein the new event detection criteria includes at least one of changing a frame resolution, a frame separation time, and a compression method.
12. The computer-implemented system of claim 8 wherein changing the frame resolution rate comprises changing the frame resolution rate for only a portion of the frame.
13. The computer-implemented system of claim 8 wherein the feedback includes at least one of adding and removing content from the at least one event of interest.
14. The computer-implemented system of claim 8 wherein the feedback includes at least one of adding and removing a telemetry track from the at least one event of interest.
15. A non-transitory processor readable medium to reduce resources used for uploading a video to be indexed for searching at a cloud search service comprising a set of instructions that when executed by a processor cause the processor to:
receive a file containing the video at an on premise client application;
process, by the on premise client application, the file with an event detector configured to detect at least one event of interest based on a first set of event detection criteria, wherein the at least one event of interest includes at least one of a video frame, a video metadata, and a portion of the file;
modify the at least one event of interest to reduce resources used when sending the at least one event of interest;
send, by the on premise client application, the at least one event of interest to the cloud searching service;
perform video analytics, by the cloud searching service, on the at least one event of interest to detect at least one object in the at least one event of interest;
determine that the video analytics is unable to detect the at least one object of interest with the first event detection criteria;
identify a second set of event identification criteria based on the determination that the video analytics is unable to detect the at least one object of interest with the first event detection criteria;
send, from the cloud searching service to the on premise application, feedback for event detection and sending events, the feedback based on the second set of event identification criteria; and
configure, by the on premise application, the event detector to use new event detection criteria, the new event detection criteria based on the feedback.
16. The non-transitory processor readable medium of claim 15 further comprising instructions to:
re-process, by the on premise client application, at least a portion of the file with the event detector configured with the new event detection criteria.
17. The non-transitory processor readable medium of claim 15 wherein the event detection criteria includes at least one of motion detection and proximity detection.
18. The non-transitory processor readable medium of claim 15 wherein the new event detection criteria includes at least one of changing a frame resolution, a frame separation time, and a compression method.
19. The non-transitory processor readable medium of claim 15 wherein changing the frame resolution rate comprises changing the frame resolution rate for only a portion of the frame.
20. The non-transitory processor readable medium of claim 15 wherein the feedback includes at least one of adding and removing content from the at least one event of interest.