A Fine-Tuning Based Approach for Daily Activity Recognition between Smart Homes
A Fine-Tuning Based Approach for Daily Activity Recognition between Smart Homes
About this item
Full title
Author / Creator
Yu, Yunqian , Tang, Kun and Liu, Yaqing
Publisher
Basel: MDPI AG
Journal title
Language
English
Formats
Publication information
Publisher
Basel: MDPI AG
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Scope and Contents
Contents
Daily activity recognition between different smart home environments faces some challenges, such as an insufficient amount of data and differences in data distribution. However, a deep network requires a large amount of labeled data for training. Additionally, inconsistent data distribution can lead to over-fitting of network learning. Additionally...
Alternative Titles
Full title
A Fine-Tuning Based Approach for Daily Activity Recognition between Smart Homes
Authors, Artists and Contributors
Author / Creator
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Record Identifier
TN_cdi_doaj_primary_oai_doaj_org_article_5c2aec91be9e4326b255cc157f24e4bb
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_5c2aec91be9e4326b255cc157f24e4bb
Other Identifiers
ISSN
2076-3417
E-ISSN
2076-3417
DOI
10.3390/app13095706
