E-commerce image recognition using attention model and YOLACT neural network

E-commerce image recognition using attention model and YOLACT neural network

Objectives. We propose the algorithm for e-commerce image recognition using attention model and neural network YOLACT. A modular architecture is used that applies an attention model to different branches of the network in order to improve the interaction between image cross-features.Methods. The mai...

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Bibliographic Details
Main Authors: V. V. Sorokina, S. V. Ablameyko
Format: Article
Language:Russian
Published: National Academy of Sciences of Belarus, the United Institute of Informatics Problems 2022-09-01
Series:Informatika
Subjects:
object recognition
convolutional neural network
attention model
network yolact
e-commerce
Online Access:https://inf.grid.by/jour/article/view/1207
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