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US Patent 11580747 Multi-spatial scale analytics

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Is a
Patent
Patent

Patent attributes

Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
Patent Number
11580747
Date of Patent
February 14, 2023
Patent Application Number
17339390
Date Filed
June 4, 2021
Patent Citations
‌
US Patent 10628961 Object tracking for neural network systems
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US Patent 10157479 Synthesizing training data for broad area geospatial object detection
‌
US Patent 10192107 Object detection method and object detection apparatus
Patent Primary Examiner
‌
Jonathan S Lee
CPC Code
‌
G06V 20/20
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G06T 7/194
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G06T 7/292
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G06T 7/254
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G06T 2207/20036
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G06T 2207/20081
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G06K 9/6289
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G06N 3/08
...

Systems, methods, and computer-readable for multi-spatial scale object detection include generating one or more object trackers for tracking at least one object detected from on one or more images. One or more blobs are generated for the at least one object based on tracking motion associated with the at least one object. One or more tracklets are generated for the at least one object based on associating the one or more object trackers and the one or more blobs, the one or more tracklets including one or more scales of object tracking data for the at least one object. One or more uncertainty metrics are generated using the one or more object trackers and an embedding of the one or more tracklets. A training module for detecting and tracking the at least one object using the embedding and the one or more uncertainty metrics is generated using deep learning techniques.

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