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Hybrid deep learning model for suspicious human-action recognition.

Authors :
Shekokar, R. U.
Kale, S. N.
Source :
AIP Conference Proceedings. 2023, Vol. 2842 Issue 1, p1-7. 7p.
Publication Year :
2023

Abstract

In this paper, a video classifier using transfer learning with VGG16 (Convolutional neural network model pre-trained on the ImageNet-1k dataset) base model and hybrid transformers on the UCF Crime Dataset of 100GB is presented. Thisdeep learning approach is presenting a hybrid model for video classification having applications in scene identification, video classification, security, and many. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
0094243X
Volume :
2842
Issue :
1
Database :
Academic Search Index
Journal :
AIP Conference Proceedings
Publication Type :
Conference
Accession number :
172960518
Full Text :
https://doi.org/10.1063/5.0175639