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Industry 4.0-Oriented Deep Learning Models For Human Activity Recognition by ALOK KUMAR NAYAK is a document available to read on EtoBox.

What is Industry 4.0-Oriented Deep Learning Models For Human Activity Recognition about?

The document presents three deep learning models—LSTM, CNN, and a combined CNN-LSTM—for human activity recognition within the context of Industry 4.0. The models were trained on a dataset of 36 individuals performing six activities, achieving the highest accuracy of 97.76% with the CNN-LSTM model. The study emphasizes the importance of high-performance models in accurately recognizing human activities to enhance efficiency in smart manufacturing environments.

Author

ALOK KUMAR NAYAK

Language

EN