Computer systems and computer-implemented methods utilizing a digital asset generation platform for classifying data structures

The techniques described herein relate to a systems and methods for a digital asset generation platform. The digital asset generation platform may ingest an ingest input. The digital asset generation platform may utilize a document identification engine corresponding to a first stage of a multi-stag...

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Hauptverfasser: Hemmatiyan, Shayan, Naidu, Venkat, Panchamia, Vishal, Costantini, Edmond, Alexander, Mark, Toffey, James, Dimarco, Frank, Dodd, Coby
Format: Patent
Sprache:eng
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Zusammenfassung:The techniques described herein relate to a systems and methods for a digital asset generation platform. The digital asset generation platform may ingest an ingest input. The digital asset generation platform may utilize a document identification engine corresponding to a first stage of a multi-stage convolutional neural network for identifying document types of documents. The digital asset generation platform may utilize an object detector engine corresponding to a second stage of the multi-stage convolutional neural network for detecting a dynamic mapping in the digital file. The digital asset generation platform may utilize a post-processing engine for classifying the dynamic mapping in the at least one digital file. The digital asset generation platform may dynamically generate a digital asset representative of the document based on the key value data pairs extracted from the dynamic mapping.