Low bit‐based convolutional neural network for one‐class object detection

Abstract Low‐performance systems such as mobile and embedded devices require an efficient deep neural network for object detection. In this letter, we propose a very efficient network made by both quantisation and model compression for detecting one class. First, our proposed network uses 1‐bit weig...

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Bibliographic Details
Main Authors: Youngbin Kim, Ouk Choi, Wonjun Hwang
Format: Article
Language:English
Published: Wiley 2021-03-01
Series:Electronics Letters
Subjects:
Online Access:https://doi.org/10.1049/ell2.12113