ANALYSIS OF OBJECTS OF INTEREST IN SENSOR DATA USING DEEP NEURAL NETWORKS

Patent №

US 11,468,285

Granted

2022-10-11

Filed 2017

Owner

APPLE INC.

Lab

AI components

5

ml · vision · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15606875

Sensor data captured by one or more sensors may be received at an analysis system. A neural network may be used to detect an object in the sensor data. A plurality of polygons surrounding the object may be generated in one or more subsets of the sensor data. A prediction of a future position of the object may be generated based at least in part on the polygons. One or more commands may be provided to a control system based on the prediction of the future position.

Machine learningVisionKnowledge representationPlanningAI hardwareG01S 17/931G06N 3/044B60W 60/0023B60W 60/0027G01S 17/89G06F 16/434G06N 3/0442G06N 3/0455+22 more

AI classification

Planning1.00
Machine learning1.00
Vision1.00
AI hardware0.96
Knowledge representation0.65
Natural language0.29
Speech0.00
Evolutionary computation0.00

Ownership

APPLE INC.

assignment · 425750352

Assignors

TANG, YICHUAN, SRIVASTAVA, NITISH, SALAKHUTDINOV, RUSLAN

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

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