SYSTEMS AND METHODS FOR DETERMINING VIDEO FEATURE DESCRIPTORS BASED ON CONVOLUTIONAL NEURAL NETWORKS

Patent №

US 9,858,484

Granted

2018-01-02

Filed 2014

Owner

FACEBOOK, INC.

AI components

4

ml · nlp · vision · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14585826

Systems, methods, and non-transitory computer-readable media can acquire video content for which video feature descriptors are to be determined. The video content can be processed based at least in part on a convolutional neural network including a set of two-dimensional convolutional layers and a set of three-dimensional convolutional layers. One or more outputs can be generated from the convolutional neural network. A plurality of video feature descriptors for the video content can be determined based at least in part on the one or more outputs from the convolutional neural network.

Machine learningNatural languageVisionAI hardwareG06V 20/46G06N 3/045G06N 3/0464G06N 3/084G06N 3/09G06V 10/82

AI classification

Machine learning1.00
Vision1.00
AI hardware1.00
Natural language0.90
Speech0.41
Knowledge representation0.30
Evolutionary computation0.00
Planning0.00

Ownership

FACEBOOK, INC.

assignment · 387520459

Assignors

TRAN, DU LE HONG, PALURI, BALAMANOHAR, BOURDEV, LUBOMIR, FERGUS, ROBERT D., CHOPRA, SUMIT

On an employer assignment, the assignors are typically the inventors.

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