Patent · US Active

Object recognition method, apparatus and network

US11281923B2 · kind B2 · utility

0Cited by

1References

8Claims

0Family size

Assignee

FUJITSU LIMITED · JP

Inventors

Lu Shi · Beijing, CN
Qi Wang · 安丰镇, CN

Key dates

Filing date	Jan 30, 2020
Grant date	Mar 22, 2022
Priority date	—
Expiry date	Oct 16, 2040

Classification

Technology area (CPC G)Physics
CPC primaryG06V20/10
WIPO fieldComputer technology
WIPO sectorElectrical engineering

Abstract

Embodiments of this disclosure provide an object recognition method, apparatus and network, in which by replacing a part of convolutional layers in a conventional YOLO network with depth-wise separable convolutional layers, an amount of computation may be reduced; and by replacing residual structures in the conventional YOLO network with dense connection structures, convergence may be sped up, complexity of the network may be lowered, and the original accuracy of object recognition may be maintained.

Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.