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Hybrid deep learning model for suspicious human-action recognition.
- 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]
- Subjects :
- *CONVOLUTIONAL neural networks
*DEEP learning
*HUMAN activity recognition
Subjects
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