Veritone, Inc.
VISUAL PROGRAMMING ENVIRONMENT

Abstract:

Provided herein are embodiments of systems and methods for developing a neural network-based application using a visual programming development (VPD) environment. One of the methods includes providing a user interface portal hosted within the VPD environment. The user interface portal includes: a data ingestion node configured to ingest and send an input file to a data preprocessor for preprocessing; a classification node configured to send one or more portions of the input file to one or more neural networks for classification based at least on one or more classification objectives defined by a user; and an output node configured to receive one or more classification results from the one or more neural networks.