Title:
METHOD AND APPARATUS FOR OBJECT CLASSIFICATION
Document Type and Number:
WIPO Patent Application WO/2020/082724
Kind Code:
A1
Abstract:
Provided are a method for object classification, relating to the field of artificial intelligence, and specifically relating to the fields of computer hearing and computer vision. The method comprises: during a training process, constructing an end-cloud combination object classification model; training the end-cloud combination object classification model according to at least one training object; and storing the trained cloud model and end model. During a reasoning process, an end computing device runs an end model to obtain an end model reasoning result; when the confidence of the end model reasoning result is less than or equal to a threshold, a feature vector output by the end model is sent to a cloud model running on the cloud computing device, and reasoning is carried out on the feature vector, output by the end model and sent by the end computing device, on the cloud computing device according to the cloud model so as to obtain a cloud model reasoning result; and when the confidence level of the end model reasoning result is greater than the threshold, the end model outputs an end model reasoning result. By means of the end-cloud combination object classification method, the accuracy of object classification is improved.
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Inventors:
KERMANI EHSAN (CN)
ZHANG YONG (CN)
WANG LANJUN (CN)
ZHANG YONG (CN)
WANG LANJUN (CN)
Application Number:
PCT/CN2019/086685
Publication Date:
April 30, 2020
Filing Date:
May 13, 2019
Export Citation:
Assignee:
HUAWEI TECH CO LTD (CN)
International Classes:
G06F3/0484
Foreign References:
| CN107239203A | 2017-10-10 | |||
| CN106340297A | 2017-01-18 | |||
| CN106611193A | 2017-05-03 | |||
| US9390378B2 | 2016-07-12 |
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